- SophAI (https://www.sophai.app/): an app to connect the dots across cross-domain. As a CTO, I read across multiple domains (tech, design, business, e-com) and often have to connect the dots. I am building this primarily for myself. It is basically a rss parser with a big AI prompt to connect the dots across the blog posts. As I type this, I'm working on adding podcasts to the app.
- CTO field notes (https://www.ctofieldnotes.com/): collection of essays growing out of my 30 years in IT services. One essay every Tuesday.
I'm currently working on modeling energy, climate and new policies like universal basic income
Show HN: Microlandia, a brutally honest city builder (https://news.ycombinator.com/item?id=46137953)
Only to Sim City.
- How difficult was it to get on Steam and other vendors?
- Are there any artists you'd recommend working with? I need a 3D/Blender artist, especially.
Not difficult at all. Pay the fee, get something going.
> Are there any artists you'd recommend working with? I need a 3D/Blender artist, especially.
My e-mail is on my profile, happy to send a few intros your way.
I'm saying this as a gamedev who's had some mixed experiences, not an expert at this at all, so happy to pass on any useful tips if it's helpful
Drop me an email if you want to discuss more, email in my profile
When I get time I want to buy it and play it :)
Do you work on it full time or do you have a day job too?
Is the engine honest enough to reality to demonstrate failure?
Higher taxes for anyone earning over $100k
Higher cost of living, and lower quality of life for anyone earning below $60k
Politicians and corporations earn billions in profits on UBI distribution fees, and incentive spending/automatic deposit programs (contribute your UBI directly to health insurance and it’s tax exempt!)
Not a failure. Society working as intended.
> [...] lower quality of life [...]
Agreed, that would be a failure, if it were to happen. How on earth could "giving people money" lead to a lower quality of life for them?
> Politicians and corporations earn billions in profits on UBI distribution fees
As opposed to the much higher fees accrued by the more-complex means-tested programs today?
Money has been completely manufactured in financial markets already and doesn't seem to be screwing us over too badly. I hardly think UBI paid from taxing the largest economic surpluses and wealth in the history of the world will have a significant impact on inflation.
Any inflationary impact would happen if you print the money supply to pay UBI rather than using existing dollars in the supply.
You're also completely writing off the additional surpluses that people receiving UBI could provide if they're confident they can get by on a daily basis and also ensure they stayed healthy and working rather than spiraling any time one or two things go sideways.
But anyway, I'm not too worried about inflation mainly because of the points you raised, but I am worried about resource constrained markets like housing. If nothing is done to stop this, and I don't know how, I'm sure they'll just raise the prices to completely cancel out any UBI you'll pass around. It's not just housing either, but that's an obvious one.
I see it as exactly the opposite - culture, ethics, behavior differences etc are downstream of financial inequality. When people are financially insecure it becomes much harder to tolerate disagreement, and much easier to blame [insert whatever populist notion of enemy]. I think it would be easier to engage with people with opposing ideas, not seeing them as an existential threat, if you are not worried about housing, income or health insurance.
Cultural polarization is a deflection mechanism (both in the subconscious psychological sense as well as a politcal/propaganda technique) meant to mask the real deeper structural inequalities. It's the lie we tell ourselves and the powers that be tell us to prevent to change the direction of the "wealth redistribution" we've been witnessing for 20+ years.
Prices will increase more than the UBI money you give them.
You saw what happened during COVID pandemic and UBI stimulus checks?
High cost of living today is precisely because of UBI.
What I can definitely tell you is that the people that currently can't even afford basic things are somehow causing higher cost of living. The economy is not jacked up right now because we gave people laughably small amounts like a thousand dollars. The real problem is people like Sergei Brin spending 57 million dollars to fight a one-time 5% tax.
https://nommer.ai/ has a waitlist, planning to ship v1 by end of month.
The Tatras may look solid from the outside, but our mountains are hollow inside - and there is still a lot to discover. The project brings together cave survey data, entrances, maps, and terrain models into one open spatial dataset.
3D model: https://dlubom.github.io/Jaskiniowy-Kataster-Tatr-Zachodnich...
Repo: https://github.com/dlubom/Jaskiniowy-Kataster-Tatr-Zachodnic...
Feedback is welcome, especially from people interested in cave mapping, GIS, open scientific datasets, or underground worlds in general.
I've really enjoyed the journey of 3D printing and being able to create all kinds of mechanically useful things over the last few years, but I had always wanted to go even further and incorporate some non-trivial custom electronics.
For this project I had a space constraint for the motor controller board, so while I could have probably hacked together a working perfboard, it just wasn't going to be satisfying. So I finally took the plunge and spent 40 or so hours in KiCad learning how read IC reference documents, picking components, and of course, doing the PCB trace layout.
It's really just a 12v→5v buck circuit, all the plumbing and ancillary components for connecting a ESP32 module to a couple motor driver ICs, and some headers, but it is completely mine!
Just got 5 of my boards in the mail from JLCPCB the other day (insane turnaround, less than a week) and was very happy to find that the entire circuit worked perfectly! I did spend a fair amount of time going over the design with Claude though, so I think that paid off (the kicad files are plaintext, so it made easy work of understanding what I was doing).
Still putting together the repo here, but I'm hoping to make a little blog post out of the project too :) https://github.com/evanpurkhiser/HOPPVALS-MRF-01
I'm a long-time user of Monica (https://github.com/monicahq/monica/) but was unhappy that not much was happening. There is Chandler which is the next-gen version of Monica, but it has taken a direction which I don't like, as it is geared more to journaling. The thing that moved me to implement something myself was that the carddav interface duplicated the contacts in my address book.
I required a tool where I can put my contacts with all their details and also map out their relationships and put those details in my phones address book.
I'm dog fooding it already for as long as it was working, and I'm delighted with it.
I'm happy to hear feedback.
I checked my analytics recently and over 100 people have 100+ day streaks which kind of blows my mind!
I released custom player puzzles which has been a lot of fun! I’ve gotten dozens of submissions that I’m working through. People are submitting really clever and interesting puzzles. It’s fun to get to solve puzzles I didn’t make myself! There’s more I want to do here (featured puzzles, categories, etc.)
https://tiledwords.com/player-puzzles/page/1
I think I’ve also tracked down an issue that was causing the game to crash on older iPhones. I’m having playtesters run through it now and hope to deploy tomorrow. (Switching some positioning rules from CSS transforms to SVG coordinates)
I recently made some puzzle brainstorming tools using the Datamuse API which have been very helpful for brainstorming words related to a theme.
I’m starting to debate some monetized features. So far everything is free but it would be nice if my wife and I could dedicate more time to this. If I could get a few thousand dollars a month in subscriptions my wife could quit her job and focus more on puzzle creation and improving the game. If you play and have ideas for features you pay for I’d love to hear them!
I hope you get to dedicate more time to it.
How much does it cost to a month to run currently?
It’s super cheap to run. I pay for analytics and thats basically it. Everything else is hobby level plans.
But it does take a decent chunk of time to make the puzzles. We have a baby at home so time is at a premium.
That’s excellent! Hoping you can keep the costs at near zero and hit some nice scale - Good luck!
After 1.5 years of development and two exhausting pivots, I’m incredibly happy to finally have our v1 live!
While most of the HR tech is rushing to use black-box AI, I built the exact opposite. It's a transparent, math-driven fitness engine. It extracts objective data from CVs and calculates how well applicants match requirements, letting you see the reasoning behind why someone scored an X%.
If anyone here builds in the HR space or regularly hires engineers, I would absolutely love your feedback or a roast of the landing page.
PS This is a project of immense importance for me, I've been working on for past ~2 years, I'd appreciate to know why this comment is flagged.
> No black-box AI. Every candidate gets a detailed match receipt explaining exactly why they scored an 85%, complete with contextual evidence from their CV.
HR teams like to play dead when they actually have a file with detailed feedback on a candidate. Yet, they choose to keep that to themselves out of baseless legal fear. I wonder how that works out when somebody proves a company's filter consistently proves a specific bias gets rejected systematically.
and
> Automated assignment validation
which is particularly troubling for devs: companies scaling assignments as first screen. How do you get around "AI evaluating AI" loops especially about assignments ?
How do you deal with CVs like mine that refuse to list every <fancy keyword> I'm familiar with because it's pointless clutter? In that sense, and IME, the companies that only hire perfect fits are, more often than not, toxic.
I like the landing page.
also matching requirements should be secondary to experience. someone who has done a few react websites will not be as qualified for your react job as someone that has done 10 years of angular and vue and can learn react in a short time.
The HN Arcade continues chugging along https://hnarcade.com
We now have over 150+ games!
Im also working on an ASO tool AppStoreSearch or AppsToResearch :)
https://appstoresearch.grahamyooll.com
Still early days. Im making it as I have a couple of friends who were not so thrilled with the tools out there specifically for the app store. They mentioned how important it was to their income to track the positioning of their apps on stores. If their app dropped to #2, that would be a huge hit to their income.
Happy to have any feedback - but its far from complete
I am so careful not to let anything not heavily encrypted touch a network request. Sync is opt-in, offline is default. This is very challenging for me, but I want to help her the best way I know: building software for humans.
The pitch: It's insane that we have to pull in Python or Lua to build C code. CMake is an abomination against god that has become usable in spite of itself. Zig cc is proof that this entire ecosystem is an embarrassment. My tool gives C projects a TOML manifest, and builds scripts written in C and JIT compiled by the tool. Now, you can write build scripts in the language itself, pull in dependencies you wanted to use anyway.
It also provides a stable ABI. There's an HTTP-backed index and a Git-backed index. And it generally does the same thing for C that, say, Bun did for JS/TS. You'll be able to run C files from source and have the entire ecosystem available. You'll be able to trivially generate single file static binaries, or dynamically link to an older glibc without arcane tricks. It will fix C.
I'm also still working on my "what if we wrote a real standard library for C"; I added some feedback I got from the release.
Conan is entirely python based
After my experience in consulting museums, I found that they spend a lot of money on software, which could potentially be replaced with open source software. Therefore I started an awesome list with FOSS software for museums: https://github.com/smartcompanion-app/awesome-open-source-mu....
https://breaka.club/blog/why-were-building-clubs-for-kids
We also teach kids visual scripting in Overcooked 2!, allowing kids to code their way through the levels of an existing much beloved game:
I'm running an in school pilot this week (Lunch time school club).
The tech stack for the main product is honestly pretty intense at this point with full multiplayer support, offline play, transitioning from client authoritative to joining a remote server. Built atop GodotJS, TypeScript bindings for Godot, which I maintain. Huge monorepo with over a million lines (yes, I'm aware that's NOT a good thing), and GodotJS itself is not included in that.
Based on this work, there's now a new suite of tools for producing games under the Faxanadu engine, new major mods built with all this, and some work on a modified ROM better built for porting and modding.
Disassembly is here: https://chipx86.com/faxanadu/
And I've been blogging about it at https://chipx86.blog/
Building a universal web-based retro game modding tool along with that work called Nostalgia Studio. The idea is that there's a core foundation for representing game state and building editors, a platform-specific layer for representing things like the NES APU and PPU state, and then game-specific implementations that populate state for two layers below.
Those are the hobbies.
Day job, I work on Review Board (https://www.reviewboard.org), one of the original code review products. We just released Review Board 8, which was a pretty large project (we built Office document review, browser-native spell checking in CodeMirror, a new interdiff filtering algorithm, Forgejo integration, and a bunch of other things).
So now I'm working on plans for Review Board 9, with a goal of releasing within the next 4-6 months. Got some thoughts on how the review process can be rethought for this current era of development, so starting work on that.
How did you find the festival-booth experience?
Because being a dev in 2026 is becoming unbearable.
We're a collaborative canvas + context engine for all the code and docs in your company, with a zoomable UI + CLI , where you can collaborate with your co-workers and agents.
We map technical debt, agent readiness, code complexity, security scanning, bus factor and more, so you can easily see how all the software in your company runs.
One of the most complex things is our incremental git blame engine built on top of GitOxide, as our backend is fully built on Rust. Our frontend is built on PixiJS so you can explore at gaming speed with 60Hz refresh rates.
Recently we sponsored Rust Week in Europe and a hundred or so developers tried our mini-game which is GeoGuessr for code, and got rave reviews. Future is looking bright!
For now I have a clear vision about what the product should be, what it should do. Mainly, it's a product that should resolve blockers and consensus-seeking problems across time zones.
I'm not sure if something like that would be used, but I really want to try..
https://thepublictab.com/ https://tryfinn.ai/ https://travelerscodex.com/ https://github.com/govapi-rb https://chamomile-rb.github.io/ https://houseguessr.io/
remember, someone lands on your webpage, you have 5 seconds to impress them.
going fine, good reviews + average playtime isn't bad at all for only a demo, but it's frustrating to just struggle to get eyes on it.
I've been pleasantly surprised at the community beginning to get excited about the game.
So congrats!
The idea: dynamic + minimal syntax for scripting, but you get a single static binary and Go's concurrency primitives (goroutines/channels) for free. No runtime to ship, easy to deploy anywhere.
Intentionally few features, the goal is small and scriptable. Someone with programming experience should be able to pick it up in half an hour.
Still very early stage.
- https://www.ironvolume.com/ for generating crossfit, hyrox and athx workouts and warm ups, with a few posts on topics I've found really helpful to train around.
- https://pokerchallenges.com/ for practicing the maths behind different aspects of playing texas hold'em poker, trialling it at the moment so can give anyone a free membership if they want to get to grips with it
- https://typst.app/universe/package/calendaring/ a typst calendar grid generation package
- https://github.com/TAJD/cofferdam a tool to help with implementing code architecture compile time checks, helps give agents relevant context on how well their code fits in with the wider codebase without them having to read it all
Edit : another one didn't make sense, it asked for my equity with A5o on KK7 or something, but I have no information on opponent's hand or range or betting pattern. Apparently it assumed villain had any2, but pretty much nobody has any 2 here.
We're very close to 10M weekly downloads https://www.npmjs.com/package/@electric-sql/pglite
Lots of ideas in the pipeline on where to take it next.
It’s for the boring pdf jobs every SaaS eventually gets: invoices, reports, certificates, contracts, labels, that kind of thing. You send html, a url, or a template with JSON data, and get a PDF back.
Last week we shipped the Node SDK. Right now I’m working on the Python SDK and tightening up the docs
Voiden: Released the Voiden Runner so that users can test APIs directly in the terminal. https://github.com/VoidenHQ/voiden
ApyHub: https://apyhub.com/ working to onboard a few more API providers. Working to rationalize the terms for new APIs added in the catalog.
I am also working to streamline how all APIs are certified and monitored.
Don't tell my husband that I spent more than $200 on parts and supplies for it.
I've wanted a Heathkit since I learned about them as a teenager, and this is the first one I've ever seen in the wild. The original owner left the date he assembled it and his callsign written on the inside! I looked him up and he died in 2013, but by sheer happenstance I'm restoring it 58 years to the day that he initially built it. I got super lucky with this unit because as far as I can tell, it's only been run a few hours in its entire life. I really only have to replace aged components because they're physically breaking down, I expect the thing will outlive me once I'm done with it. Can't wait to hand it off to a bewildered young EE in another half century.
Reading Brand's quick little life changer kept me going with surprisingly few cuss fits:
The Maintenance of Everything: https://search.worldcat.org/title/1511798465
Thanks, Stew!
Since posting, I got it running, PTO and deck line up great, fuel filter is clean and clear, it runs better than it has in years.
Also recently got a lot of home VHS tapes digitalized and always had trouble with playing from Google drive or finding the right video. So I just built a webapp this month to split the videos into clips, transcoding it for better streaming, Google casting support, and tagging for search. [1]
My wife and I continue to work on Uruky [1], a simpler Kagi alternative, based in the EU.
Last month we launched image search (got out of beta this month), added our own index and crawler (via Uruky Site Search [2]), and reached 100 monthly active accounts (we’ve passed 150 now)! You can also see a privacy-focused independent blogger wrote about us [3]!!
You can check out the main differences between Uruky and Kagi, DuckDuckGo, SearXNG, etc. in the footer (right side), but one huge difference is that with Uruky, after being a paying customer for 12 months, you can download a copy of the source code (licensed as BUSL into AGPLv3 in 2 years — a suggestion made here in HN)!
You can also now get a free trial for 2 hours when you signup if you pass a proof-of-work captcha (another suggestion made here on HN, and it uses a local Altcha).
Our main challenge continues to be discoverability and outreach because we want to do it ethically. Ideas are welcome! We’ve been sponsoring open source projects, open source maintainers, and indie, small-web, and privacy-related websites and applications.
Feature-wise, for June we’ve already added a ton of personalization and privacy-increasing features like URL rewrites, cash-by-mail payments, and anonymous vouchers! Upcoming is partnering with ProxyStore to sell vouchers (we’re currently in talks for this), so you can buy vouchers with XMR/Monero or other cryptocurrencies. Then we’ll be looking into increasing our own index, focused on indie/small web.
Thank you for your kindness!
[1]: https://uruky.com
[2]: https://uruky.com/site-search
[3]: https://theprivacydad.com/interview-with-the-engineer-of-uru...
That being said, can't help noticing the [NO-AI] at the beginning of the post, and I wonder whether it would help adaption if you also make the search engine available to agents for paid customers.
Surprisingly, my Kagi search for “eu alternatives” to get the link showed this blog post: https://yeechie.nl/uruky-kagi-alternative-eu-based-private-s... as a second result, what a weird coincidence.
That being said, it definitely looks possible, so we’re excited! As it stands, it’s already sustainable part-time and can go long-term.
- Reenvision technologies: simple software. Local first - no added complexity. Infinite scale without having to add 100 front-end UI frameworks: simple Python, CSS, and JS with SQLite. The design is absolutely breathtaking and beautiful and it is built people first (let's worry about scale later).
- Simple LLM: an LLM which doesn't need a GPU to function. It uses Hebbian learning with extreme compression and attempts to achieve 'reasoning ability' through using a in-built Prolog interpreter. It very much resembles a human being in it's 'thinking mode' so far but still far from perfect.
- Simple-Education: local first software for parents looking to provide home-schooling for their children. It makes learning easy and fun and uses best practices to maximise your child's chance of success.
- About a dozen other projects which I've started but I need help on. If you want to team up -- I will give you equal equity in my start-ups. I cannot offer you a salary though I'm not at the point yet where I can do that: but I will give you equal equity in anything that you want to work on together with me. I have over 100 different million dollar ideas that will make us wealthy if you want to join my team, so PM me if you're interested.
And so I built it: https://reproof.app/
It's taken forever (never reinvent the text editor, they say, and they're right) but it's finally at the point where a handful of us are using it for daily writing, and it's just about ready to launch.
We try to create pieces that stand on their own aesthetically but have a hidden meaning. We currently have two styles: lambda calculus based pieces (we depict the lambda/Tromp diagram) where we have Y-Combinator earrings (well, strictly speaking they are one beta reduction away from Y-combinator. Aesthetic oblige) and a pendant depicting a lambda expression computing Graham's number. The other style is quantum computing circuits, based on quantum computing research my brother (a physics professor) is doing: a pendant that is actually a non-local controlled-NOT gate.
I wrote a tiny DSL to describe the jewelry pieces, and an interpreter to produce CAD files. We then either 3D print them or have them produced by lost-wax.
We are 200% out of our comfort zone (and love it): I know nothing of front end dev, payments, or anything like that. The diamond district in New York is a neighborhood we normally actively avoid, but if you are forced to go there it is fascinating (people examining diamonds on the corner of the street, others in fur coats in summer straight out of a mafia movie...), and especial marketing. Jewelry is a completely saturated business (luckily we are not doing this to pay the rent); we think we have a unique angle, but we are still figuring out the target audience (if there is one).
Store: https://studio-galois.com/
Keep up the great work!
It’s a project of the non-profit Open Transit Software Foundation that we’re using to fund our other initiatives, like bringing real-time transit information to billions of people around the world.
Since last month, I've added a layer of polish to the product, added support for deploying a SMS and phone gateway to realtime transit information, and built out the marketing website to include solutions pages for higher education, SMS, and more.
All of this depends on a bunch of really cool open source projects we’re building, like Maglev, a Golang server that can power realtime transit apps. Maglev is already being used in production, and you can set up a local install in about 15 minutes: https://opentransitsoftwarefoundation.org/2026/04/setting-up...
The other OSS projects we have include: building data products, iOS and Android apps, web apps, a Pebble watch app(!), and too many others to list. See them all here: https://github.com/onebusaway/
We’re always looking for volunteers, especially people outside of the engineering disciplines: https://ossvolunteers.com/organizations/open-transit-softwar...
Not sure if it's actually useful yet but here's some things you can do now:
- Categorize instant messages incoming from different platforms using your local ollama
- Use regexes to detect keywords
- Act as a bridge between multiple platforms
- Keep traces of deleted messages by relaying them somewhere
- Choose whether the connections go out from your machine or the proxies provided
- Supports authentication methods that may be against TOS (e.g user account as the bot for discord)
It still needs refining, for example it's not obvious yet how to use the app and the examples are outdated
This was very much a passion project and an idea I’ve wanted to see alive for decades, and also let me explore some tech I wanted to get deeper on. I’m bullish on the the tighter integration of CPUs, GPU style cores, and shared memory. Our game, LocoMo, relies heavily of GPU processing of entities under the hood.
You can see me do a walkthrough of the current state of the game here: https://youtu.be/NbB0DCX8Pis?is=vGEw5oTMu_W9f-zT
Edit: Also, thank you! The game has evolved a ton over the last year and is really coming into its own stylistically, bit by bit.
Right now there is a runtime and compiler targeting C, written in dependency-free Rust, and a minimal Python frontend. The project is very much proof-of-concept stage so not yet fast. Working on a CUDA backend now.
The goal is to enable automatic discovery of FlashAttention-style optimizations which is not feasible with current compilers.
Very open to feedback/discussion from anybody interested in or knowledgeable about tensor compilers!
Mostly I wanted more art and colour in my workday - something to look at, learn through and draw inspiration from in the moments between meetings and code. You can create an account to save your favourites and curate your own gallery. Just released collections that you can make public.
Art from: The Metropolitan Museum of Art. Art Institute of Chicago. Rijksmuseum. Cleveland Museum of Art.
In the last month, I have added support for more ERC rules (pin type compatibility checks), added initial support for net classes and also cleaned up the language a little (backslash line continuation, similar to python).
Recently, I just completed a 161-LED charlieplexed array design that uses nested for-loops to simplify the array design. It is currently in production and I plan to write a blog post soon to document this design.
As always, the motivation for creating Circuitscript is to describe schematics in terms of code rather than graphical UIs after using different CAD packages extensively (Allegro, Altium, KiCad) for work in the past. I wanted to spend more time thinking about the design itself rather than fiddling around with GUIs. With code, the design intentions become explicit and reviewable.
Feedback welcome, especially from anyone else frustrated with graphical schematic tools! If you have a KiCad design that you would like to convert to Circuitscript, please reach out to me as well and I will help you to do so as I am trying to challenge/test the limits of Circuitscript.
The original idea came from repeatedly seeing the same workflow whenever someone wanted to expose an existing API to Claude, Cursor, or another agent:
* Parse an OpenAPI spec * Generate tools * Handle auth * Deploy an MCP server * Maintain it forever
I initially thought tool generation was the hard part.
After talking with developers, it seems the bigger challenges are authentication, permissions, endpoint selection, and safely exposing production APIs to AI agents.
MCPForge takes an OpenAPI spec or Postman collection and creates a hosted MCP endpoint. Recently, I've been spending more time on auth injection, tool permissions, and preventing destructive endpoints from being exposed by default than on generation itself.
Still very early (launched this week), and I'm mostly looking for feedback from people using MCP in production.
In April I started playing round with generating a semi-automated pipeline with python and Claude to generate a private podcast that does a deep dive into AI research papers. I think it is really cool. It fetches papers, scores them based on novelty, importance, relevancy, etc., and then writes the podcast script. It then generates the show by using Eleven Labs voices and then puts it in an RSS feed that Apple Podcasts is ok with.
My personal expense for generating this stuff is a sunk cost, so in May I opened it to everyone via https://paperdive.ai/ It was really fun working with Claude 4.7, 4.8 and even Fable 5, to make the site and refine the pipeline. Now I put out about 4-5 episodes a day. I listen to each one first, then promote the "staged" episodes to my "prod" feed.
This weekend I just add weekly and monthly reviews. Claude will write the review and another instance will generate a script the converts the review into something (hopefully) easier to listen to.
Here is last week: https://paperdive.ai/review/weekly-2026-06-14.html And here is the review for May: https://paperdive.ai/review/monthly-2026-05.html
Now, during my commute, I listen to the individual episodes and the reviews - I typically run them at 1.5x to 2x speed. I have become a much better user of the AI tools by keeping up with recent research.
I consume the same way. RSS in Apple Podcasts. Such a great way to spend time in the car since it’s so personally curated.
Started from scratch and we are now fully interconnected with 2 MNOs and in production. With Voice, Data, SMS, USSD and other VAS working for our first client.
One of the hardest parts I've found is the diarisation (who said what) side of things. Trying to tune this and have it working in a way that doesn't absolutely grind the laptop to a halt or take forever to complete has been _hard_ but also extremely rewarding.
Another part has been the fine tuning side of the Phi-4 model, I'm on version 10 now, getting that pipeline down was a journey in itself, but I've got some great results. I wrote a bit about it in a comment here - https://news.ycombinator.com/item?id=48385906#48389625
I absolutely love working on this, I still wake up and the first thing I think about is voice transcription pipelines (sad I know), but I'm excited to see how much further performance and utility I can squeeze out.
I also got hammered when it came to diarization... I found that the biggest pain was creating an appropriate environment for cross-compatibility of the different backends required for whisper/faster-whisper/pyannote. It's especially challenging on older systems, so major kudos for giving it a shot.
Have you gotten any traction yet from the community?
This looks very useful, will download and give it a shot later. It took me a few seconds to find it on your page, and only got to the screenshots in the "navigate" sections after clicking through a lot. I would suggest putting a screenshot or something on the landing page so people can see and understand what it is.
Thank you, it's nice to hear someone else has gone through similar pain (in a good way)!
It's been slow and steady, but it's hard. I've commented previously that whilst the cost to build software has plummeted compared to 2 or 3 years ago, the ability to sell it has got harder and I feel this will keep accelerating.
How good is it at foreign languages?
I am looking for a nice solution to subtitle some old movies.
Linux - https://downloads.blazingbanana.com/whistle-subtitles/unstab...
Windows - https://downloads.blazingbanana.com/whistle-subtitles/unstab...
Mac - https://downloads.blazingbanana.com/whistle-subtitles/unstab...
This was built just for them so I've not spent too much time on the UI (ignore `unstable` in the name, it's just not on a proper release branch) but it's completely free so give it a go if you want. I'm working on the diarisation step so it can tag subtitles to people but that's not ready yet.
It utilises nvidia Parakeet as the ASR model, it is very much European language focused, the supported ones are:
Bulgarian, Croatian, Czech, Danish, Dutch, English, Estonian, Finnish, French, German, Greek, Hungarian, Italian, Latvian, Lithuanian, Maltese, Polish, Portuguese, Romanian, Russian, Slovak, Slovenian, Spanish, Swedish, Ukrainia
If these languages aren't what you're looking for let me know what you need and I'll see what I can do.
I use subtitles extensively for everything I watch, so if I can help someone make older movies more accessible with them then that would make me happy.
Con Edison keeps getting so stupidly expensive that I decided to use my backyard for reasons other than generating weeds that I have to pay someone to remove, and instead decided to set up an off grid solar in my backyard. I bought an Aferiy P310, learned how to use a few tools to drill some holes in my bricks, and set up a bunch of Home Assistant automations, and now my basement and living room is powered by nuclear fusion with an eight minute delivery time.
Of course, now that I'm babysitting a Home Assistant instance, I felt like I should use it; Google is completely and totally incompetent with any of the "smart" devices, to a point where I swore an oath in blood that I will not buy anything Google Home or Nest related ever again. I've been replacing my awful Nest lock and awful Google thermostat with Matter-compatible stuff to work with Home Assistant.
I have been having Claude port an old game to WASM. I'm sadly not quite yet at liberty to discuss the intimate details on it (since it is not my game), though hopefully that will change soon.
Unlike a few other things I've automatically gotten ported to WASM [1] [2], this one has proven to be a lot more difficult and required a bit more active labor on my end. It was written using a strange combination of C++ and Java, with some JNI glue written in a way that neither I nor Claude are very familiar with.
It's been pretty fun figuring out how to get CheerpJ and Emscripten playing together, and it's been fun to actually write code and still be a little smarter than AI at it.
There is a couple of semi-unique features; you can use your voice to dictate and generate events (feeding, sleep etc), you can also scan documents for growth measurements.
You don't need user account to use it, there is no subscription, the paid features are available behind a single purchase for lifetime. Still, like 90% of the features are available for free.
Also https://www.athilio.com/ privacy focused, highly customisable personal data analytics for your Oura, Garmin, Polar and Apple Health (ios port coming soon). Of course there is couple of AI features (with a single switch to turn all off), originally those were built just so I would learn how to embed agents in sw products myself. The whole app was originally built for personal use to fix missing features in the manufacturers own platforms: - Period over period comparisons (this month vs this month last year) - Comparing different metrics - Customizable graphs and other widgets - And of course combining the manufacturers metrics (oura for sleep, garmin for training etc etc) Existing solutions for this kind of software seem to have focus on social (strava), or coaching (training peaks), or they are just straight up crazy expensive with their paid tier (both tp and strava for example).
You should take a second look at the translations because some of the Swedish ones are incorrect or strangely worded.
https://www.vaava.app/sv/plus/
> Si
This should be "Ja"
> Exportación CSV
Another case where it's just the wrong language
Most recently I was also probing people about how they conceptualize of the soul, making my own drawings, and asking others for drawings. If you have a few minutes I would also be interested in seeing how you would draw a soul, given pen and paper or equivalent materials. It often feels like for a lot of people the concept of the soul gets comingled with very confusing definitions.
There's a general problem where certain concepts become so overloaded that just disambiguating and clarifying what is meant becomes a challenge. I will note that if your first thought or question is whether the soul is even real, you might be confused about the definition or we might be referring to different concepts.
Anyways, here it is: https://lorepanic.com/landing-new
- A WS + WebRTC mesh
- A request/response protocol incentivizing the closest or most efficient peers to respond to requests
- A WASM environment ensuring deterministic execution and supporting contract composition
- Collateralization around responses, ensuring invalid responses have amortized negative value
- A consensus and UTXO layer, focused on low-latency, low-finality micropayments (for request incentive and collateral), using WASM compute as the weight metric
The idea came out of me wondering a few years ago why a multiplayer game couldn't simply be run on the player's machines without a central server. It has grown since, but the focus has remained on low-latency and log(N) state consensus (unlike a blockchain).
It's wrapped up as a single fetch() method, mostly mirroring the browser's native fetch(). There's a lot more I could say; I love working on it and discovering elegant solutions to the problems that pop up. I'm hoping to release a prototype in a few weeks/months. If you're interested in trying it out, let me know (joel at scaffold.io); I'd love to have some other eyes on it.
That's how they used to work! Some used peer-to-peer networking, others had one of the players host. Some still let you do this but don't always have networking that "just works".
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https://github.com/hill/lazyslurm - a terminal ui for SLURM jobs (like lazygit but for slurm!)
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https://github.com/hill/pg_tamagotchi - a tamagotchi that lives in your postgres instance (mainly to learn about pg extensions)
The thing Im most proud of though is just the viewer, its designed to just open all the images and videos in a folder, and then there is no UI except a right click context menu, the list is a grid or a masonry layout that uses 100% of the space for the images/video so you can just navigate them. It adds anything you open to a local sqlite db so you can tag things if you want optionally. Also control modes that make sense for either a mouse or a laptop trackpad.
https://functionalprogrammingstrategies.com/
I'm currently writing up what is the last major chapter, which introduces capability-passing as an architecture, and builds a simple TUI framework using it. Fun stuff!
I'm a few months away from launching the book, but the early feedback is very positive. I find writing enjoyable but also, damn, do I need to get this book finished. :-)
I also made Computer Engineering for Babies which I've posted about on here a couple times before.
Beyond the target age of your book but when I was 7-8 years old my favorite book was a science book that had interactive experiments. Hope your book leaves the same kind of positive and memorable impression on kids.
https://www.agentkanban.io - Github Copilot / Claude Code integrated Kanban board with context management
https://www.asmusictheory.com - Music Theory lessons, tools, including piano roll with midi in the web browser
unfortunately, I did not have the time to pursue them. good luck to you!
Womb.FM - https://www.womb.fm
Also working on a Claude Code launcher that allows easily swapping between 3rd party provider profiles: https://ccode.kronis.dev/
Yes, the burden should not lie on the author, and you could argue it's not even relevant. Still, the default has shifted and there's a refreshing feeling when you're forced to choose your own words.
This is not perfect. You can still find ways to have a machine write a text into this box. But what's guaranteed is the time: writing a message takes the time a human would actually need.
At the very least writtenhuman.com is a statement that the problem it's tackling is real. One with the potential to become a global crisis.
(plausibility 100/100 · mean 58 wpm · peak 108 wpm · cadence 4.5 keys/s · duration 2:56)
Verified human · www.writtenhuman.com/v/m7h8asjd
Yes, the burden should not lie on the author, and you could argue it's not even relevant. Still, the default has shifted and there's a refreshing feeling when you're forced to choose your own words.
This is not perfect. You can still find ways to have a machine write a text into this box. But what's guaranteed is the time: writing a message takes the time a human would actually need.
At the very least writtenhuman.com is a statement that the problem it's tackling is real. One with the potential to become a global crisis.
(plausibility 100/100 · mean 58 wpm · peak 108 wpm · cadence 4.5 keys/s · duration 2:56)</copy>
Not verified human
Thanks for checking it out :)
2. Continuing work on Standly, a standing desk app for iOS and Mac (https://apps.apple.com/us/app/standly-standing-desk-timer/id...). I just grossed $1000 total on the app and get few customer feedbacks a week which is very exciting.
3. Almost finalized the first episode of my labor economics youtube channel, hand animated by a team of amazing artists. Looking to build it into a sustaining channel.
4. Building a server-driven UI framework at work with Go and OpenAPI on server side, swift and kotlin on client side.
In the style of Sauron I’m channeling all my frustration and hatred of slow loading tools that require you to pay a subscription, buy the digital book on every platform you want to use it on, and won’t let you use the physical book from your shelf.
For my first pass I decided on focusing on a character creator for a single game and streamlining the process.
I started with the 5.5e SRD but got frustrated with the sheer amount of text without much actual content ( 100+ A4 double column pages of spells, only 1 subclass per class ). Plus a number of weird and frustrating rules that make it hard to create software for. As I’m using Nimble RPG at the table a bit recently and it has a much nicer license I’ve switched to that and been getting on a lot better. Character creation is almost done and I’be moved to character sheets and persistent object storage now. This is the first major project I’ve done with sveltekit and I’m really enjoying it.
The most challenging part was getting MVTs to fly but it is very fast already even in mobile. The fun part is tarring the solver solves correctly :) no public version though but I can upload a screen grab somewhere should anyone be interested.
The problem I kept hitting with agent workflows (especially cloud hosted agents) was that the artifacts they produced became really awkward to handle across different cloud sessions.
So I built Artifacta as the boring storage layer underneath. Agents store and retrieve artifacts via CLI, REST API, Python SDK, or an MCP server. Artifacts are grouped by session/agent metadata, deduped on identical content, and safe to retry (idempotency keys), making it easy to handle artifacts across different sessions.
Would love any feedback for those who run mutli-agent orchestration or if you deal with artifacts across different agents.
I spend all day working on AI related stuff at my day job, but more recently I have been getting lots of questions about AI from friends and family and that ramped up when the Vancouver school board announced they were rolling out Copilot across high schools.
I put together the guide, made a few iterations and published it and now I am getting more questions than ever and it's turned into a blog too.
I'm having fun but it definitely feels like a topic that is underserved. A solid example, lots of resources for when your kid is the victim of a deepfake, but what if you as a parent know your kid is getting into trouble and escalating. Where do you go for help to make sure they don't escalate from unfriendly behavior to abusive or even criminal.
It's a big challenge!
This time - I'm so close! I probably need few more weeks to somewhat polish the game and fix the rendering quirks and I'll be ready to put it online for easy access when I'm bored lol.
In this first round I want to see how players respond to the composure-driven knockdown system, and if they find the sample boss fight difficult enough to be interesting, but genuinely fair. In the background, I'm thinking about how to improve the training mode (it only kind of worked on my daughter), so the game can teach you how to play without telling you how to play.
90s of combat: https://www.youtube.com/watch?v=au6X7snM_G4
I'll also be urging myself to do some marketing during the world cup for my recently released physics soccer arcade game: https://store.steampowered.com/app/3802120/Put_One_In_for_Jo...
- https://bgpipe.org/stages/aspa/
- https://www.ripe.net/manage-ips-and-asns/resource-management...
However what happens when you actually build and launch your agent is customers try it, do some initial runs and then go ask your manager to automate their use case. That is why I have been building https://toolscaled.com/ The goal being work through your problem space using agentic chat (like Claude Desktop) and then at the end convert it to a workflow. I am pretty close to launching and have been testing. If you're interested send me an email! (if you do sign up just fyi its still in beta so YMMV.
https://github.com/tweibley/rubyrlm - MVP Ruby implementation of Recursive Language Models (RLMs) that uses Gemini as the model backend and a Ruby REPL for iterative reasoning.
https://github.com/tweibley/legate - Framework for building AI agents in Ruby with dynamic tool selection, multi-step planning, and session management
https://insightclips.com - Create personalized event videos (with optional CTA) — from first promo to final recap automatically.
https://freshdeck.app - Presentations that design themselves.
https://yourslidessuck.com - Get your pdf/slide deck roasted for free.
https://seriouslygreatjob.com - Put someone on the "news" for free.
https://www.sayayeaye.app - IOS/Mac OS client for Google's Jules.
I am close to buying a Claude sub but the thought of it going haywire and costing me extra money in tokens is too scary yet. Not to mention how much provider LLMs (not sure on the correct terminology for them as opposed to local) could hamper your reverse engineering efforts (looking at you Fable).
I really want to solve this scooter and have my own app for it. There's a firmware update feature in the app, maybe I could dump the firmware at least and that would help. Anyone have suggestions on what language model would be the best for this task (analyze decompiled and obfuscated android app / analyze dumped firmware ) ? i have a 96gb macbook and would prefer a local one (I guess to make myself feel better for having spent money on it?) but something through OpenRouter or whatever would do just fine as well
96gb macbook is crazy lol. Good luck!
When the limit is hit, you just cant use claude anymore until the new month / week / day starts , correct? We have Claude at work but we are just told to use it as much as needed and not worry about it so all of us each easily ammass around 100eur in usage every month on the enterprise seats plan.
Thank you for the answer
A worked on a 3d asset generator with nodes (like Blender/Houdini)
https://greggman.github.io/sedon/
I worked on a couple of design generators
Essentially, its a platform that takes in any study or learning material (epub, images, audio, lecture notes, etc) and it uses a series of AI models to create multimodal and interactive learning experiences adapted for 7 types of neurodivergent learners (adhd, dyslexia, asd, dysgraphia, etc..)
It's a CD tool for Kubernetes built on top of Flux and OpenKruise canary controller to bring a full end to end delivery on Kubernetes in a declarative way without the pipelines. Every stage of the delivery is just a composable component (health checks, smoke tests, schedules, environment promotions).
It's heavily inspired by https://aws.amazon.com/builders-library/automating-safe-hand... and Spinnaker.
Repo is here if anyone wants to have a look: https://github.com/deosjr/unreal-talk
And a browser-based version can be found here: https://deosjr.github.io/dynamicland/live
I've also recently setup Hermes to be a bit of a project manager for my side projects and it's worked quite well. Gave it a little CLI to see my todos, projects, and "areas" (ongoing long term things). Then it bugs me once in a while when a project is going stale. One of the nicest things is being able to add stuff to the past so if I did work on something but it wasn't associated with a todo I just let it know and then it'll backdate that.
I did expose some interesting stats which you can find here: https://tempmaildetector.com/temp-mail-market-share
I'm also building a modern HTTPS-only transport utility called curb. It's an alternative to curl and wget. It's written in Go using only the standard library. curb can stream output or download files and picks the right behavior based on what the server returns and whether the output is going to a human or a pipe. It also has a '--vet' mode that runs the body through security sieves; this is meant to add some protection and friction for the 'curl | sh' use-case. https://gocurb.dev
The coolest feature I added was a tool to handle passwords under duress.
I'm still working on the Chrome version, but this is the Firefox version:
I've been learning Basque and wanted to see a visualization of how the semantics move into different grammatical structures when translating between Basque and English/Spanish.
Under the hood it's using Stanford NLP to analyze the input then that analysis is given to Claude to generate the data structure needed to visualize the translation. It's really cool and maybe my favorite of the itch-scratchers I've built for myself over the years.
(Xingolak is Basque for "ribbons," a nod to the visualizing metaphor used in the UI.)
I discovered this week, while the paper was being reviewed by SG1, that I've accidentally stumbled into tackling a rather important problem. Senders as shipped in C++26 can really only express the async equivalent of inline functions because, except for `task`, all the standard senders fully encode the shape of their computation in their type. With something like the `function` I'm proposing, you can use senders to express async algorithms that are separately compiled, just like sync functions.
If the feature lands in a shape similar to what I've proposed in P4223R0, then I think an obvious extension is to modify the core language to support a newer kind of "coroutine" that allows you to define a sender with imperative code. My vision here is that we act on the observation that `std::execution` is a language feature implemented in the library by teaching the compiler how to turn imperative C++ with `co_await`s sprinkled through it into the corresponding sender and operation state. I think this would open the door to putting async object lifetime analysis and optimization where it belongs (in the compiler) without the overheads and inconveniences of C++20 coroutines. It would even let us apply the inliner to async functions when the compiler can see the body of an async callee, not just its declaration.
For now, my next step is to write P4223R1 to incorporate feedback from this past week's WG21 meeting, and continue exploring the design space around specifying sender attributes for a `function`—I'm thinking the current approach of specifying query function signatures needs to be replaced with a key-value object like receiver environments, but I'm not sure yet what consequences that change would have on the design.
What new ideas am I thinking about?
I'm pretty sure there are plenty of things left to discover about voronoi diagrams, but for the time being, I'm mainly exploring what's possible to build by using voronoi cells as voxels and devising various tools for cutting them.
Since they're convex polyhedra, almost any shape is possible (in principle, if not in practice) by combining several cells.
What I find particularily interesting is that a solid 3D world can emerge from just a collection of points arranged in different patterns.
Recently I've been trying to expand it from just coding focused to any kind of agent workflow. So now there are cron and webhook triggers, and more general agent tasks that aren't necessarily coding focused (https://github.com/jonwiggins/optio/blob/main/docs/persisten...).
I think next I want to try and add features for long term memory for agents, but haven't decided on a good way to do it.
Then, I will slap an ESP32 & z-wave on it :D secretly to feed my Home Assistant. :D
Really just so I can see these neat things. Like these little tiny crabs, maybe thumbnail size at most (Ocypodidae ?). They come out at low tide, have one claw as big as their body, they stand at their hole and wave it at each out other like "hey! check THIS claw out! No, brah, check MINE out!" and, they do this all the way till tide comes in. Or, the rays sitting on their nests and will wait to the last moment to swim away when the tide is going out. At high tide all kinds of bigger things will come in and check the local scene.
Once I have HA linked, I can start a camera record some of this. Yes, it has to be a rube goldberg machine; a digital camera powered by tide, recording kicked of by an over-complicated mechanical device that is also driven by flowing water.
I’m still actively working on it but just submitted to App Store review. TestFlight is open if anyone wants to try it before launch: https://testflight.apple.com/join/baWAQ4tj
Happy to hear any feedback, especially from people who currently store recipes across Notes, screenshots, and 15 open browser tabs.
I am actively working to support iOS 27 (and the other 27 OS’s) and will be posting development updates over on mastodon: https://mastodon.social/@saxtechsolutions
Recently added support for scripts (like Claude code workflows) and been iterating on the UI for that a bunch.
I also ended up wanting other customized tooling - a more streamlined way to grep, find files and review code that my agent has written. So I wrote a few plugins for that : needle (finder with UI and sorting functions that suit me better), shuck (interactive grepper that has a workflow around refining grep commands) and glean (a review tool that lets you mark parts of the code as seen, leave comments, view diffs commit by commit or collapsed, etc). https://github.com/dlants/dotfiles/tree/main/nvim/lua
These are all in various states of experimental and mostly just for me, but a few of my coworkers and friends have been using magenta and like it.
It's all vanilla Javascript, running in the browser, so you can wreck today's productivity right this minute if you like. It has multiplayer support, so I'll stand up a server in case anybody wants to jump in.
- Loaders/Spinners should be fun - https://github.com/p-raj/pixi-loader
The concept was, what if Theme Hospital was about Victorian-esq research institution instead of a hospital? You hire strange scientists, have them explore dangerous fields of research, collect messy findings, turn them into theories, prototypes and eventually products, all the while trying to convince investors they're worth funding before they hit the market and work out what they might actually be worth
The gameloop is broken down into two parts, Exploration / Discovery and Exhibition, the closest comparison I have for the first part is take Kerbal Space Program, but focus it on Mission Control rather than the astronauts
While the mad scientists are going into weird, unstable research domains, the player is managing the institution around them, funding, equipment, research direction, safety
On the other side as you discover interesting things or successfully develop prototypes worth showing off, have investors show up and see what excites them, will they give you more funding? Push a grant your way? How are you going to keep this circus going?
You're balancing two plates, you need to invent tools to delve deeper and if you don't keep finding exciting new discoveries, your investors will slowly get bored of you
There was a decent amount of work involved in getting the download size reasonable since we need to store all valid moves in a position. There are puzzles with over 40 million valid move sequences, so I had to aggressively prune and compress the move trees.
[1] https://apps.apple.com/us/app/one-million-checkmates/id67625...
Still working on my programming language which makes your game multiplayer automatically. Currently working on improving the tutorials. When writing the tutorials I followed the "focus on the action" principle from Diataxis (https://diataxis.fr/tutorials/) perhaps too much. Easel is a unique language in a number of ways and it really does actually have to be taught, so I'm trying to make it do a better job of that.
You can find the tool at https://www.cangjieworkbook.com/ and there is a free demo linked inside. It should work on desktop and mobile web browsers.
My most recent piece is about the privacy-impacting plans the UK government announced this week, but my favourite recent output is an essay titled Care About What You Do, which brings together a lot of small thoughts I’ve had for years into a consistent thread.
More technically, have found some time in recent weeks to work on my site design backlog - most recently re-implementing inline newsletter signups after the email platform’s embedded widget broke.
I think the main reason is that the West has quite limited access to pro-level teachers (similar to how chess is like in Asia, just the other way round). Most pro-level Go teachers in Asia do not speak/read any foreign languages (e.g. English), so I want to remove the language barrier and make high level of Go teaching more accessible to the Western world (so that the Go population there will increase). Several European users used it and the feedback was good (and recurring purchases). The translation part is working quite well (Go-specific domain translation), and I hope it will help more foreign Go enthusiasts improve their game.
Should be able to turn the computer off at the mains half way through, then restart and instantly carry on without any loading phase as if nothing had happened.
Well that's the dream.
Now the lower layers work I'm mapping out the actual ECS part and what the API will be like.
I'm quite enjoying it and it's a really fun challenge.
I'm building a quick and clear search across all of them plus, I believe uniquely, their regulatory filing PDFs and websites.
It provides digital loyalty cards for cafés (think of an electronic version of paper stamp cards). However with zero apps or customer signup, instead loyalty passes go straight into Apple and Google wallets.
It’s written in Ruby on Rails, which I’m enjoying learning. Still a bit rough around the edges, though it’s free for now so I’d be grateful for your feedback.
Thanks!
It is an open-source project and I will introduce soon its mcp/cli counterpart so that graphical context and sumaries can be given to LLMs/Agents directly through the mcp integration.
I am also working on an iOS app for video.
So I've been working on https://fringeflypost.com/, an event tracker with maps, search and filter, scheduling, and sharing with friends that's offline first. It syncs down a locally stored sqlite database and caches assets pretty aggressively.
(You don't actually need to sign up, and you can just jump into the list of shows directly here https://fringeflypost.com/shows).
Recently started some agentic features for paid version, and this lead to a side project https://eatmydata.ai - a question-to-sql-to-dashboard builder, where data doesn't get exposed to AI (with bundled in-browser SQLite vector search, NER and many other features).
The latter is open-sourced under MIT: https://github.com/eatmydata-org/eatmydata
After working a bunch on logic puzzle Ruly [0] which is now in a steady state and visited daily by a small group of users, I've begun a new puzzle based on the relative positions of cities, towns, landmarks, and points of interest in my native Yorkshire (likely to be followed by other territories).
I'm experimenting with different ways of using Openstreetmap data to make something that tests local knowledge in novel and interesting ways. Working title: Where the Heck? An initial prototype will be ready soon.
The project aims to scrape location data and other general information about shops (main use case), postal addresses, restaurants, schools, weather stations, marine buoys, traffic cameras, street trees, whatever someone may decide is worthwhile to add to OpenStreetMap, or use as location data in other projects.
There's a decent community of contributors keeping the scrapers maintained and further expanding the number of points of interest which are extracted.
The opportunity I'd like to work more on (time permitting) is the data scraped by this project I feel is heavily underutilised in other open source/community projects. For example, there's a great opportunity to generate a location map once a week of current locations of international restaurant chains, and upload to Wikimedia Commons where every language Wikipedia would gain a high quality infographic of current locations of a chain's restaurants, etc. As an additional example, time-series data from ATP could be used to update a graph hosted on Wikimedia Commons each week where the graph plots the rise and fall of retail or restaurant chains.
I also am working on https://trypixie.com - a way to employee your kids legally. It gets money into their Roth and saves you taxable income all while teaching them about working.
Although the goal is to build an efficient all-in-one-workspace, I wouldn't run a company on it just yet. Right now I'm looking for early adopters who don't mind the rough edges and relatively minimal feature set.
You can grab an early build at https://alpha.totemkb.com.
New workspaces will be in a 14-day 'trial' mode, email rohit@totemkb.com if you'd like me to upgrade your workspace free of charge.
As it's open source and built with a codebase that's easy for LLM's to work with, users can download it and tailor it to their business/operational requirements, although it also has out of the box 'industry best practice processes' so you don't have to reinvent the wheel and can only focus on writing the 10% custom stuff which differentiates your business.
As all the processes are flexible, you can also do proper 'continuous improvement' with your staff - something traditional WMS products struggle with.
No link because I'm finalising it at the moment, but if you are interested please reply!
There are also technologies new-ish to this kind of site included like every thread is a live thread via websockets, your post and comment scores update in realtime, notifications are realtime, you can DM other users and receive your messages immediately. So it's distinct from the everything is a hard page load world of 10 years ago and blurring into native software in a browser.
What I'm working on right now is a SwiftUI iOS app, because one of the most interesting observations from analytics has been that the internet is 70-80% mobile devices now, contrary to my 10 years out-of-date conception that people were mostly using the internet on desktops. So a mobile app seems non-negotiable to reach most users. I have a PWA already, but early users have repeatedly requested an official App/Play Store presence.
The stack is somewhat unique in that it's built with a Swift/Vapor framework (https://vapor.codes/) backend, with a more standard React Router 7 (SSR) frontend. I picked this framework mostly because I'm historically an iOS dev, but have found it to be very capable in its own right. I later discovered Apple themselves are using Vapor for some web services and have a team devoted to maintaining the server library (SwiftNIO https://github.com/apple/swift-nio) the framework is based on.
Anyway, it's very early still with launch via Reddit itself only 3 months ago. One of the biggest issues is getting it in front of people without appearing spammy and cold-start on a social platform is also brutal, you need users to get users, and round and round it goes. I may do a Show HN in the future if there's any interest in a real experience using Vapor as a production backend.
As for residential IPs, I take your point that this complicates things even more. It is very difficult to know accurately which of those are being used as proxies. However, the site has a swiss-cheese model of defence, so if a user passes through one layer, they still come up against all the other layers, so losing one layer is undesirable but still manageable. Again, I cannot claim it to be perfect, but it's working decently so far.
Lots of fun and novel problems to solve across hardware, software, firmware, enclosure, legality, manufacturability! It also got me collecting random carts just to hear the incredible music locked away (some samples at the end of this video https://www.youtube.com/shorts/7naKAga8hAE )
After getting laid off a few weeks ago, I decided to give it a complete rewrite with some new features (offline support, lists, passkeys) and a new UI.
It's still very much a work in progress, but I'd really appreciate any feedback that could help make it useful for others as well.
My current focus is adding support for signals, amongst other things: https://www.chrisarmstrong.dev/posts/ocgtk-development-updat...
1) Local hosted https://app.localmail.uk/ 2) Security guard android app 3) Fall detector android app
The sites are AI generated and are a bit OTT and slightly inaccurate, but think of it like reading a comic...
It's a project I have been working on for quite a long time and I released it on TestFlight about a week ago. It was really nice to work on something end-to-end, from creating a wrapper around llama.cpp with support for prompt caching/forking and automatic model loading and unloading based on device memory constraints, to the custom agentic harness the app runs on. I have also spent quite a lot of time on agent execution modes that I hope can enable to more easily reason about agent security regarding prompt injection attacks.
What I'm really hoping for now is to get actual feedback, to know if users end up having real use cases where the app is truly useful / interesting for them, to understand what should most urgently be improved etc.
Right now your LP reads like a technical doc rather than a product’s page.
My starting hypothesis is power users and devs, people who want to experiment with local and cloud LLMs, build their own custom agents, and try experiences they wouldn't usually find in consumer AI mobile apps. As the app is now closer to release, I think it has reached a level where it is likely complete enough that there are some viable combinations of its features that can actually solve concrete user problems. I could see the app being used to create agents that serve as small shortcuts tailored to the users' needs, with all the flexibility it enables. A bit like a more iOS-native OpenClaw with opinionated takes on tooling and security. I personally used it to create a food tracker that has a good understanding of my daily routine and also TL;DRs of various sources (including HN) surfaced as suggestions on the home page.
I don't yet know the exact words those users would use to describe their problem, so surfacing that is part of why I'm putting it in front of testers first.
The idea is a project independent knowledge base so agents stop figuring out the same API quirks again and again and instead write down what was solved once. Agents submit via API, vote on each other's entries, anyone can read on the site.
Some thousand entries so far, mostly seeded by my own agents, dev infra stuff and so on. Some of it is real problems i hit in my own projects.
I made it because doing one of the mainstream Markdown renderers + Katex (LaTeX) + Prism.js (syntax highlight) adds 300kb of gzipped JS to the frontend projects, so with this you can have it all for just 10kb. It also works well with streaming/does stable partial rendering.
It supports features usually reserved for LLM chatbots, but also for normal everyday Markdown, so feel free to use it or give feedback!
- https://kanmail.io - always plugging away at Kanmail changes, no one uses it really except me but that’s fine :) new site designed by fable blew my mind
- https://verified.fyi - first side project started initially as a vibe coding experiment, but it’s become quite good at sussing out dodgy websites
I'm trying to build more things around AI pixel art - honestly, I think it's crazy some people out there are charging money for things like this and seeing where I can help (and also just learn more about this stuff myself).
A complete desktop app for browsing and editing your Postgres, MySQL, SQLite data, creating beautiful dashboards, and soon designing automated workflows for repeat tasks.
I've kept a devlog of the last 10 months of building DB Pro, which has been the best way to bring users to the product. I'd highly recommend folks starting a devlog if they can.
Overall it’s been a fun learning experience and I’m looking forward to some more of the hardware work I’ll need to jump into soon. I really want to get a more focused kitchen / cooking oriented voice assistant working. So far I have a few simple voice-to-timer settings done e.g. “set a 10 minute timer for the pasta” that tells me “ding! Pasta timer” when it goes off. You can set as many concurrent timers as you need with different names.
I need some better hardware before I try using the pi for full hands free while cooking. I’ve mostly been using a webapp on my phone but afaik you can’t easily wake word a phone on a web app without some real hacking.
Overall the projects been enjoyable, once you understand the basics of a harness it feels like there’s a lot of problems you can throw them at.
I’m still pretty early on in the explore phase. Once I get through a cleanup pass or ten I’ll see if I feel good enough about it to share haha.
It's a weekly email with all the recently published software engineering conference talks. I also pick a few ones that are featured and write short TLDRs. This month, I'll should hit 10,000 readers, fingers crossed!
My first goal is to 3d-print frames for reading glasses that I can wear in bed while I read. This way, if I fall asleep with them on and break them, I can just print new frames and pop the lenses in.
I went on sabbatical to fulfill my dream project - consolidating 30 years of training logs that span everything from paper and Excel spreadsheets to various fitness services and devices I used. I'm enjoying the technical challenges involved - digitizing paper hand written logs using OCR / visual generative models, navigating the maze of athletic metrics with their crazy trademarked names and SOTA multidimensional models. Having incredible fun building AI coaches: agents ranging in character from Al Pacino in Any Given Sunday to the coach from my teenage years, utilizing ICL / PFN model-based predictions, ... and more.
The best part is the rush of memories while ingesting my own history - photos and recordings I completely forgot, as well as navigating data shared by friends - records they didn't see in years because the original applications they used no longer exist or won't run on their current HW.
Uses computer vision to create clips
https://openstint.org/ -- https://github.com/zsellera/openstint
I built https://loracle.app to automatically build a wiki of various entities in our campaign and enable rag q&a with an ai assistant about specific world facts.
tsz is my main side project. Trying to learn from this for how to make software in fully automated fashion. tsz's goal is to match tsc (tsgo) but perform better. I am not passing all tsc's own test cases and working towards making it work on complex type packages.
I have already finished training the standard discriminative auto-regressive architectures by imitation learning on player actions, compared it with previous baselines set in the study. I want to match or exceed the best prior model Kakuna @ 142M params, but in a limited budget. JEPA style world models are showing promise when conditioned on actions [1] and frontier research on JEPA with trajectory straightening [2] shows that improved planning is natural outcome of improved representations.
If any good research ideas come out of this exploration then even better!
Currently fork with my models: https://github.com/sooham/metamon (under checkpoints) Orginal source for pokeagents: https://github.com/metamon/metamon
[1] https://arxiv.org/abs/2603.19312 [2] https://arxiv.org/html/2603.12231v1
A good primer on world models from Welch Labs - one of my favourite ML youtubers: https://www.youtube.com/watch?v=kYkIdXwW2AE
Instead it's just a compass face, with brand and distance.
It's free for basic konbini hunting (has probably most of the stored in Japan), and is offline first. So maybe it's useful to other folk?? (I hope so!)
There's some stamp-book style collection things in there too, but that's more fun, and a few `PRO` gated things (more stats, filtering... soon some other store types). But none of it required for finding the next Biru or coffee.
*https://apps.apple.com/us/app/achira-japan-offline-guide/id6...
If you are a privacy minded person like me, you got only a few options when it comes to email with some ease of use: ProtonMail, Tuta etc. Rather than becoming a new competitor to those, I want to give the power of the decentralized email standard back into the users hand. Everyone with a bit of self-hosting/Linux knowledge, can setup their instances for themselves and their friends/family/business.
Bootstrapped that heavy via vibe coding. Used it to learn a lot about the email standard and related technology. However, I find it too valuable to just be a learning project. Now I'm cleaning it up to get in control again and to proof its secureness by rewriting/restructuring/refactoring line by line.
If the expiration is for example one day, you might never see it.
To my knowledge, Protonmail does not even show information that the email has expiration. Nor can you access log of deletions.
This feature was used against me on a court trial.
One test stack on the platform been running entirely automated for months now to research, author, code, ship, and promote https//ainews.personastack.ai completely on its own. Many more things are possible like automatically identifying fixing, and shipping in response to 500 errors, personal assistants, or whatever you can come up with. I'm working on moving both my other open source projects over to be run by AI teams right now.
I plan to have a catalog of easy to deploy stack templates: https://personastack.ai/catalog/
Please register for an invite if you're interested!
https://williamcotton.github.io/datafarm-studio/
One of the DSLs is:
https://williamcotton.github.io/pdl/
The other is:
https://williamcotton.github.io/algraf/
Full LSP that is built into the binaries and compile to CLI and WASM. Full LSP support in the Monaco text editor npm packages that use the same static analysis crate as the VS Code LSP client.
Native GIS with GeoJSON and Shapefile support for both languages.
The client focuses on extensibility, IRCv3 compatibility, and a modern UI and UX. I am realizing that IRCv3 is capable of being built on top of though, so I may start incorporating external features outside of the protocol itself.
Some friends and I have also been building a start up a month and the latest one to come out of it is medspa software: https://spaarc.net
My mother had a stroke a little over a month ago and I don’t live close by. I went in search of a wellness product that would let me know how she’s doing without her feeling I’m prying too much. I didn’t find one, so now I’m trying to build it. I’m also working on moving closer.
The beauty is that you just need to find a device with either existing comms "protocol" (e.g., RESTful APIs, MQTT, Zigbee, Z-Wave, BT, BLE, Metter, Wi-Fi) that HA understands, or get one of the many community solutions for others (e.g., LoRaWA, 433MHz, modbus).
the interface can be set up on her phone, a tablet on a wall, and limiting things to giant buttons and displays is very easy for you.
And, you can monitor and be alerted near real time to issues of course.
I think that's because time tracking is hard and annoying, that's why I made it "set and forget" instead of requiring a new habit.
I've been an on off off tabletop wargamer for ~ 9 years and have never been really happy with the options for list building, game tracking etc. Everything was very clunky, slow and disjointed. I came up with a product idea and brand logo but never had time to even touch it until recently.
It's still very early days, but I'm starting to test drive it out and loving it so far. Lots more to do, but would love feedback from anyone that wants to give it a whirl!
Its still in the building phase but what I have currently is at:
Each week, everyone emails in a few photos and a sentence or two, and Dearest sends the group a private Sunday digest with everyone’s updates. The catch is, you only receive the digest if you contribute that week.
It is meant for families, old friends, grandparents, siblings, or any small group that wants to stay close without another app or endless notifications.
It’s my way to be social and know what’s going on in my friends lives without social media.
So far I only have my friends using it but I love it.
I love the idea, but is there a risk that folks would drop off one by one and over time forget that the thing existed?
As someone who'd be at risk of forgetting, I'd find it nice to be periodically reminded about such a digest. Maybe get an abridged version once in a while or something like that.
Another project is https://www.beeldplek.nl, a timelapse platform powered by community photos. The idea is to place a mount and QR code at fixed viewpoints around the neighbourhood. People scan, photograph the view, optionally add their name, and submit. The infrastructure is up and running but getting the permit to place the mount has been a slow process so far.
https://github.com/linsomniac/apt-cacher-ultra
The primary features I'm focusing on are: It can serve packages if the upstream is unavailable or corrupt, it is reliable.
It snapshots and verifies the cache, and then only updates the snapshot when: a new metadata is available, it has downloaded updated packages that you commonly request, all the metadata checks out.
It's been running in my environment with ~200 clients, ~50 of them get reinstalled every day and then do a full set of package updates and installs. Been working great, even when I shut down Internet access while doing it.
web go news.ycombinator.com
cat reply.txt | web say -
web find add comment
web do 44
just. like. that. Super simple. CLI or REPL. You can do it by hand but you probably don't want to, just give it to an agent. Run web teach to imprint the SKILL.md files into the current directory tree and an agent can hit the ground running. It's the end of browser automation for everything but super scripted fixed path CI/testing etc (those latter things where pptr/playwright/et al are still ok). WebCLI is browser improvization. Try it - 5 days free. I sprinted on this the last few weeks. It's really good. So useful. https://webcli.sh/80%+ done MVP, for small business use & personal use. First go at full stack development with AI. useful features around voicemail, notifications, and spam prevention (whitelist, blocklist). Built to be robust, secure and available.
2. Intelligent understanding for videos, No MVP yet. Have an interface and use-case in mind that allows people to use understand videos with rich context quickly
currently on pause for leetcoding but I think there's potential here.
Working on it has been a joy as ad-blocking tech touches so many aspects of software engineering - from systems and security to the intricacies of JS environments in browsers.
Benefits-wise, system-wide filtering disables ads and tracking not just in browsers, but desktop apps as well (which you'll be amazed how much they do). It's especially relevant now as Google is re-activating their efforts to hinder ad-blockers by killing Manifest V2 in Chrome. So much of tech is actively bleeding cash on AI right now, which means the efforts to screw over users will only accelerate. This makes something that sits at the network level indispensable imo.
At core it turned out to be a complex optimization problem and a real challenge to tackle. I also put a lot of care in the UI/UX, while I usually focus more on backend work. It's working well, I am just finalizing the handling of some of the nastier edge cases
We are in the process of writing our own vertical stack with Go to control the machine instead of expensive and handicapped solutions from Siemens and etc.
In the UK alone, around 7.2 million people have asthma. Globally, WHO estimates that asthma affected 363 million people in 2023 and caused 442,000 deaths.
Peak Flow Meter Diary is not meant to detect every possible trigger. It will not warn you if someone suddenly sprays perfume nearby, or if a dusty bag is opened in the same room. But it could help with risks that can realistically be monitored ahead of time, such as weather, pollen, pollution, cold air, storms, and similar factors. The aim is to make daily tracking easier, show simple visual warnings and notifications, and make it easier to share useful records with clinicians.
I’m also trying to build it in a way that reduces paper, plastic, and electronic waste. If funding allows, I would like to make the project carbon-negative.
That is the bigger dream: to make a small example of how even modest start-up can think about environmental impact from the start, and use it as a practical showcase.
The pitch and full project explanation are here: https://www.kickstarter.com/projects/why5/peak-flow-meter-di...
Feedback welcome, especially from anyone with asthma, clinicians, carers, or people who have worked on health tracking tools. By now I know that my kickstarter is not going anywhere, so I would value any input was the idea that bad, or lack of marketing and accessing appropriate groups etc. I think this community has a lot of experience so I would like someone to share what could have I done better. Do not be shy to tell me if you think idea was waste of time.
I love how clean and bold your clock feels.
Let me know if you check my weird clock out, and what you think!
Thanks for sharing!
edit: OK just looked at your steam punk clock. so cool! & thank you for the kind words earlier.
TBH I delegated it to the cloud-intelligence, and it took a bit of time to get the algorithms right and once I validated it for one zip code, I scaled it for the others 3-years in advance and batched it over a few days and just uploaded a bunch of .json.gz files of the astronomically calculated data into blob storage. Didn't do much thinking besides how to boss around and order the patterns/"thinking" from the cloud-intelligence and my vision.
https://feedbun.com - a browser extension that decodes food labels and recipes on any website for healthy eating, with science-backed research summaries and recommendations.
https://rizz.farm - a lead gen tool for Reddit that focuses on helping instead of selling, to build long-lasting organic traffic.
https://persumi.com - a blogging platform that turns articles into audio, and to showcase your different interests or "personas".
Took a long break earlier this year to recharge, but now I'm back at it again, mostly working on Feedbun, about to launch it as an early alpha. :)
https://logging24.com/landing_a/
The basic idea is to make Regex-scans so fast/cheap that "a metric" can be anything numeric in the text and "tracing" is useless because you can just log (and filter) more things. Turns out Regex at >200GB/s solves a lot of problems.
Metric cardinality explosion is immediately a non-issue, histograms have arbitrary resolution, and you can get from histogram pixels back to the underlying logs. And no need to instrument everything thrice for logs, metrics and traces.
The next big feature I'm aiming for is needle-in-a-haystack searches. The data block headers support it already, but the scan engine doesn't yet use it.
It's a side-project from our consultancy work. We're two deep technologists and so far entertaining the notion that we're very bad at (product) sales. But we're trying to learn that now.
You have your mum's birthday, give you a heads up on buying a gift or booking a restaurant.
I'm now enrolling people on testflight: https://heylife.ai
It will include the correct name, absolute address, bit offset and width plus a bitfield description.
This is needed for bare metal coding (in any language) without using the massive monolithic systems from the manufacturers.
I've previously made a Mecrisp-Stellaris Forth Language Server as a test run and it works fine with helix editor.
https://github.com/techman00172/schematics/blob/main/mecrisp...
“nub” is a good name because it can also be read as “noob”, which I am, when it comes to PL, type systems, and OS design. But I’m loving the deep connections that I am learning to draw across subjects like computability theory, functional programming, and brass-tacks software development.
For example, I find myself understanding the purpose of the borrow checker in Rust (“to make race conditions impossible” is my understanding: feel free to correct me / add color).
No website or GitHub repo yet. I’m brushing up on classical logic and learning Idris. Installed QEMU today.
It creates its own copy of your workdir for the agent to play in, and then you pull changes out ala git diffs or commits.
$ yoloai new mybugfix . -a # launch default sandbox in . and also attach the terminal
# Work with the agent...
$ yoloai diff mybugfix # See what it did
$ yoloai apply mybugfix # Bring out commits and/or uncommitted changes.
$ yoloai destroy mybugfix
And it's FOSS: https://github.com/kstenerud/yoloaiIn TableForge, the DM is agentic with access to tools strictly following 5e rules. The DM is responsible for narration and reacting to players but your character sheet, inventory, spells are all real server resources you manage. The DM can interact with them through deterministic 5e-based tools (dice rolls, damage, sheet updates, memory). Players can play in real time or async.
You can provide the DM a premise (or pick one from the library) and it'll flesh out a full campaign story arc. Either way it's a fresh story arc reacting to your actual decisions, every time.
More broadly, I spent ages developing a self-solving Kanban for mid-sized companies and enterprises (https://kodan.dev) - controllable autonomy level, multiplayer support, remote coding server, works on multirepo projects, mobile support, previews, and more. The pain exists, but it's pretty hard to break the integration barrier.
So I'm spinning the feature I used the most into a separate, easy-to-understand product for now.
Everyone is working on personal agents but their identity model is wrong. They act as you, risk your reputation, your data and more. Nym is a personal agent that has (and can make) all of its own accounts and only gets selective read only access to yours.
The goal is to make reliable agents that are able to operate safely in the world to help you do what you want, without exposing your accounts and personal identity to potential harms.
For instance nyms have their own e-mail addresses at nym-mail.com, you can CC them on chains and they can only respond to people on that chain with a lease of 5 days, or permanently for people you specifically add.
Slightly neglected but still chipping away at https://dataello.com — a cheaper alternative to Flourish for building interactive charts.
And the more serious stuff: - a domain-agnostic engine for generating predictive models - papers on disinformation, and on approaches to analyzing survey data
Yesterday, I finally achieved blockchain payload byte-count stability from block 4 and onwards. Today I'm pulling levers to reduce the payload size. Proof-of-everything, so no confirmations needed.
I have a mailing list for when I launch and some local makers in Portland are interested so I'm hopeful.
1) Using Chrome's Isolated Web App technology and the afforded TCPSockets in the browser, I am resurrecting an ancient, windows desktop only, TCP protocol for connecting to * from web applications. All Newspeak, all the time.
2) Re-writing my friends football pool in Newspeak. The Squeak/Seaside version has served him well for more than a decade but I've grown tired of the setup. My VPS server got hacked recently affording the impetus to try another iteration. Storing all the data locally in IndexedDB, using my own Newspeak library for that API.
* While I have no problem being "left behind", I refuse to actively assist others in "getting ahead".
I was working a lot on it recently...
Desperately trying to attract new monthly sponsors and people willing to buy me the occasional pizza with my terrible HTML skills. Is it working?
I didn't want to run a Windows host for any of the existing solutions so have targeted the Raspberry Pi Zero 2 however the app does compile to Linux, MacOS and Windows so it can run on anything. For the wind simulation I'm playing with an ESP32 based PWM controller which connects over Bluetooth using a custom GATT profile.
I've mentioned it here and there online but have yet to see anyone actually use it other than myself.
Texcraft is an attempt to re-implement TeX with a modular/LLVM software architecture. These UIs take the same code in Texcraft that has identical behavior to TeX, and illustrates some of the inner workings of TeX. The lig/kern one is missing instructions :)
I have also found at least one bug in Knuth's TeX recently and am currently writing it up.
Over the years, I built a collection of scripts to speed up ad creation, testing, and campaign management. As generative AI improved, it became possible to automate much more of that workflow, and those scripts gradually evolved into a product.
The result is Zendux AI (https://zenduxai.com).
The idea is simple: instead of manually creating dozens of ads, users can generate different angles, messages, layouts, and formats from a single brief. They can then launch those ads on platforms like Meta Ads and automate parts of the testing process using rules and scheduled workflows, similar to cron jobs.
So last 1.5 years i slowly built a web admin + ios app that has all the same functionality but with the concept of coaching yourself or others. Got some interest from coworkers and friends so trying to make it into a saas and launch after summer.
Human powered proof of humanity. Nothing on chain, no blockchains. Just DNS / SSL like decentralization. V0 is admittedly less decentralized as a POC (I control the registry and provider), but anyone can implement the protocol and make this truly decentralized.
Registry (even the current one) is meant to be government by multiple independent entities.
Shared before, didn't get much feedback. I've used AI extensively but very thoughtfully. This is very much not vibe coded.
The ecosystem includes 3 apps:
https://humanidentity.io: people signup and get verified here
https://app.humanidentity.io: platforms signup here and manage their oauth
https://protocol.humanidentity.io: documentation, meant to be operated by a governance body
https://platform.humanidentity.io: example platform. You can signup in https://humanidentity.io and then login via oauth here
I'm working on the filtering logic so she more easily find the posts she cares about
I know that there are already way too many markdown editors out there, but I think Kraa still offers something unique in this space (combination of minimal UI, plentiful features and some unique stuff like real-real-time chat).
Example of how easy it is to create a 'community' on Kraa: https://kraa.io/kraa/trees
Also - no AI integrations whatsoever.
As someone who has done and is doing Nix as part of my job: you just have to carve it out of reality.
I start with non-invasive stuff like a shell.nix. The farthest I got is dendritic kubenix. :-D
Here's a live example of it figuring out when to post on HN: https://kavla.dev/hn (spoiler, its noon UTC on Sundays)
And here's it generating an interactive map of 20000 earthquakes: https://kavla.dev/quakes
I feel like the canvas is actually a great way to interact with an agent, everything it does is visible, so auditing what it did is (relatively) easy.
I still got some credits to burn so agent usage is free atm (you still have to sign up to use it though)
I've also been working on an open source protocol / reference implementation for user-owned AI memory, with the basic idea being that as applied AI scales, more products will derive more claims about users, teams and workflows from chats, docs, calendars, emails, etc, and they shouldn't be trapped inside of one product. Right now there's a lot of opinions on what shape memory should take internally, but I'm focused less on standardizing that part, and more focused on the primitives around it: requiring inspection, correction, revocation and treating portability as first-class. It's early but I'm starting to build more of a clear vision around it and would love feedback from anyone working on local-first software, personal data stores, capability security, knowledge graphs, etc. https://github.com/danielrmay/likewise
I also shipped Claudity, an experimental thinking partner plugin for Claude Code based on Microsoft's Clarity Agent framework/harness open-sourced last month. https://github.com/danielrmay/claudity https://github.com/microsoft/clarity-agent/
Lastly, I'm working on an homage/satire project to milliondollarhomepage.com as it's one of my favorite web phenomenons of all time.
I've thought about how to fix this too. I'm "locked in" to OpenAI because of what it knows about me. Literally it's told me things like "blah blah but you shouldn't do that because you take X medication which has Y in it" and I'm like "...really? can you reference that?" and it gives me some old thread where I chatted about it and unbeknownst to me I completely forgot.
In other words it's legit helpful as my "second brain", but I also don't like that I'm locked in and can't bring all this shared memory/context over.
Anyway, I’m working on my manual skills of soldering.
Anyway, soldering as a service is nothing to worry about so you're good either way.
Writing a sci-fi book, and it’s finally fleshed out to a point that it’s slightly readable, though more like a script. As this is all in markdown in one folder, with some text files as lists, I started writing a simple web project to keep track of it all.
Created a website for local community information, services, etc. Something that removes the reliance upon social media for this. It’s static, making hosting cheap, and in most cases free as it can run on vercel with contentful for blogs and github to store it. I’m sure there’s another project like it, but it’s always good to practice making something myself.
I was asked to show something for STEM week at my daughter’s school. Started a project to demonstrate AÍ to children. Uses very small training data set, you can write the beginning of a one sentence story, it can keep track of a configurable number of tokens, generates a given number of them. Allows taking steps through the process. This is the only one I’m vibe coding because I’m not entirely sure on how to implement it, plus I’ve added multiple models.
Have been working on a girlguiding page specifically for the division my wife volunteers with, as they relied upon the older district site that’s woefully lacking. Stuck waiting for approval.
In contrast to most other libraries in this space, it knows about Laravel conventions and its ecosystem, and tries to infer as much as possible without explicit annotations, using type hints and doc comments and static analysis. Where automatic inference isn't possible, you can use targeted attributes to annotate your route handlers.
The result is written as an OpenAPI specification, and (by default) served using a Scalar playground.
We also include a linter command that checks whether all API routes are documented properly, typed correctly, and following your style - this also supports dirty files only, reporting coverage in standard formats, and even automatically fixing some classes of errors!
I've also written tooling to regularly test the library against a set of open source Laravel applications with a published OpenAPI spec. This has proven very solid in detecting improvements and regressions, so much so that I can delegate new features to an AI agent and rest confident that it can verify on its own whether a change breaks anything.
One is Rad [0], a programming language tailored for writing CLI scripts and tools (mainly an alternative to Bash), taking a declarative approach to things like script arguments. Latest push has been largely on static type analysis, since making that really good is the sort of thing that helps both people and AI agents write good Rad.
Second project is Kan [2], a Kanban board which operates on text files on your machine, and is designed to be Git friendly so you can check it into your repo.
[1]
https://github.com/amterp/rad https://amterp.dev/rad
[2]
2. An Open Source Enterprise Architecture Platform called Archie - OSS.
It is currently in review with Apple and will be coming to the iPad and iPhone. This is an iPad-first dungeons & dragons app focused on empowering dungeon master's as they manage their campaign. inspired by my first DM in my first campaign with friends.
its been fun to hack on :)
TestFlight here for anyone curious! https://testflight.apple.com/join/kM4udJSZ
It's still early days, but I have a demo running. Unfortunately, it requires using a drop-in replacement library for CoreLocation. That alone may make it infeasible.
Besides Materia itself I've been bouncing around some other ideas for the Podman quadlet ecosystem. The biggest one is Athanor[1], which re-uses the same plan-execute system and primitives provided by Materia to backup Podman volumes.
I've also been kicking around a clustering system for Podman volumes called Firmament that uses Serf and the built-in Podman import/export API to move volumes to where they need to be in the cluster. But this will probably wait until Materia hits 1.0 before I really start putting effort into it. Or if my homelab needs something like it, whichever comes first :).
[0] https://github.com/stryan/materia ,main site https://primamateria.systems [0] https://github.com/stryan/athanor
I'm also looking into coding harness self-improvement [2]. An inner LLM (raw LLM request) + harness solves coding tasks, an outer agent like Claude or Codex that proposes harness changes. I experimented with many things in the past few months that made me realize this self-improvement thing that everyone is talking about is just an experiment design problem. I wrote about it here [3]. I'm continuing to improve the infra around the self-improvement loop, to increase signal-to-noise ratio per experiment. I'm also generalizing the infra to expand beyond terminal bench tasks and to collect some data across different models (harness-bound vs model-bound).
[1] https://github.com/workofart/ml-by-hand
[2] https://github.com/workofart/harness-experiment
[3] https://www.henrypan.com/blog/2026-05-25-self-improvement-ha...
Drift (https://github.com/Scope-Creep-Labs/drift) - a prompt driven control plane for time-series systems and edge fleets.
I've primarily been testing it by building out my AI tool chaz into an Eidetica-native AI Agent framework for decentralized Agent sessions. It's working surprisingly well, it maps pretty well onto the storage model and it's uncovering issues with Eidetica I need to fix (which was always my primary reason for building it anyways). https://github.com/arcuru/chaz
Separately I'm building OptiMap, a SIMD-accelerated hashmap repo that explores the design space for hashmaps and benchmarks different approaches. This is mostly for my own learning but I'll eventually turn into a blog post. https://github.com/arcuru/optimap
https://www.metanoia-research.com/dispatch-004-up-from-the-a...
If anyone has any SOTA show hn tips i'd really appreciate it.
roleready.me if anyone does care :)
It's full featured with agent loop, gets work done locally.
It's open-source and Swift-based, we built our own inferencing engine since every other engine is based on Python. Check us out - https://github.com/osaurus-ai/osaurus
Looking for some feedback!
Native macOS app, and build on top of Wireshark Libs, so you can see packet details like Wireshark, and it's much easier to use.
Open Source and License under GPL-2.0 at https://github.com/ProxymanApp/TCPViewer
The app tries to help build good habits - Encouraging and motivating users to achieve their goals.
https://apps.apple.com/au/app/training-cadence-workout-plan/...
Basically every game server hosting provider bills monthly, but most players don't play all the time. So I'm building instalobby with a friend to provide to gamers on-demand hourly billed game servers.
We're starting with Valheim, but expanding to more games hopefully soon.
(If anybody wants to try we are offering $1 worth of credits to every new account)
Maybe allow a new user to view previous data for their specific investment.
Github: https://github.com/microsoft/accordant
Docs: https://microsoft.github.io/accordant
Every API has a contract - the rules for how it should behave. You can't withdraw more than the balance. You can't delete a resource with active references. You can't re-create what already exists. But usually these rules are never written down in one place. Accordant lets you write the contract directly, as executable code. Not documentation that drifts, but code - if the implementation stops behaving according to the contract, you get immediate failures. Not only can you use the executable spec to validate _arbitrary_ scenarios, you can also use the spec - a first class construct - to mechanically explore the state space of a system and generate interesting test sequences. The docs above have examples.
Also worth calling out that we've used the framework to model a number of complex, distributed real-world systems: those involving async processes, concurrency, retries and crash consistency. These are non-trivial specs (and they pair quite well with techniques like deterministic simulation testing). Great care has been taken to ensure the specs remain readable and concise despite that richness of behavior. For those of you old timers who might be familiar with Spec#/SpecExplorer and NModel, this model-based testing library is a descendant of that line of work.
With the rise in AI-assisted software development, I feel we need richer ways of specifying and validating software and I feel quite excited and bullish about the possibilities here. There's a lot more to say on the topic - follow my twitter feed if interested in more updates ;)
The first is that some effect happens asynchronously, potentially interleaved with other operations. Whether a client observes completion by polling or by receiving an event from a message broker is orthogonal to the specification itself - the model looks essentially the same in both cases. The built-in test executor uses polling, but that's an execution strategy, not a specification construct.
If you have a trace containing both requests/responses and observed events, you can use the model to check that the trace conforms to the specification. In practice, it helps if the events can be localized to some interval in the execution (e.g. "this happened after A and before B"); otherwise the checker has to consider many more possible concurrent interleavings.
The conformance testing docs hint at how this can be done, but don't yet show an event-driven example. It's a good enough question that I'll write a dedicated doc page on it.
Conformance testing page: https://microsoft.github.io/accordant/docs/concepts/conforma...
Where we felt there was a gap was in expressing rich stateful behavior: models involving non-determinism (e.g. a timeout where the write may or may not have committed), concurrency, and eventual asynchronous completion, and then checking that an observed execution trace conforms to that model. Accordant aims to make those kinds of specifications concise and readable.
Once you have such a model, it's possible to integrate it with the fuzzing and shrinking capabilities of existing property-based testing libraries. We'll have documentation on that integration soon.
Basically, build anything using your agent of choice (Claude Code, Codex, etc) and get it live in your company's infra without having to provision anything yourself / loop in a DevOps person.
App goes behind company auth (e.g. SSO), and everything's handled for you: custom domains, governed storage APIs, observability, analytics, role-based access control, etc.
Private Alpha atm.
Choose your genres (and more filters) and get auto updating playlists from your music library. Also just added a new feature - select a few (or one) playlists and create a "mirror", with tracks belonging to the artists of your selected playlists.
just hit 100k ppvs from people generating them
Made a video about PG's 'Billionaire' essay:
video: https://chatoctopus.com/share/d93d661a-0e5b-43f3-946e-a9dea0... full chat: https://chatoctopus.com/share/chat/8d044aa2-dc48-47a0-aa65-1...
Those of you who are new to this, Qawwali is predominantly south asian genre that is centuries old. My goal with this website is more like wiki, or a gateway for anyone wanting to get introduced to the genre. One of the main, and the complex feature that i worked on was building family trees/lineages. https://www.qavvali.com/
I feel like even after all these years we’re still missing the devex that Heroku provided.
Canine basically wraps a Kubernetes cluster -- gives you a heroku like interface to deploy applications to. At some point, if you get big enough that canine is no longer powerful enough, you can just "eject" canine from kubernetes, and continue using kubernetes directly, without having to do any migrations.
Just passed about 2000 developers, at this point most of my work is resolving bug fixes, adding helper text everywhere to make things cleaner, and supporting setups I've never encountered like homelabs with changing IP's
Providing sandboxes through a CLI. Guardrails such as egress control and secret injection and audit trails built in.
We can also be used as 3rd party sandboxes in Anthropic managed agent and OpenAI sdk.
https://instavm.io/blog/self-hosting-claude-managed-agents-o...
Crossed over 100K MRR and I'm shooting for 2M ARR by the end of the year. Growing something in this stage is totally different from making it go from zero to one so it's an interesting learning curve. AI has also changed the calculus as well where it seems less crazy to try and do this sort of thing. Time will tell!
And I plan to have more features like: time tracking, kanban, read later links, scripting etc, in the same simple interface.
The important part is, data is and will be stored in a single text file. No online interaction.
Right now you can
- Take notes
- Create to-do/mark them done
- Organize notes/todo in projects or tags
- Inline calculation using fend [1]
- Powerful undo/redo
- Archive notes that are not needed
You can check the screenshots of the app here:
https://tmahmood.github.io/fluffy_sparrow/Right now there is no demo version.
> while still packing quiet the punch.
I'll be posting a Show HN soon, but the idea is to let the communities around GitHub repos fund the specific issues they care about while giving the maintainers of said repos agents of their choice to work on them (that they control entirely).
Hister is a full text indexer for websites and local files which automatically saves all the visited pages rendered by your browser. It provides offline result previews, a flexible web (and terminal) search interface & query language to explore saved content with ease or quickly fall back to traditional search engines.
I've been using it for a few months and as my local index is growing I can avoid opening google/duckduckgo/kagi - and even websites listed in results - more and more frequently.
The initial reception is overwhelmingly positive with already more than 30 contributors and hundreds of contributions - perhaps you can find it useful as well. (Or at least have some constructive criticism =])
GitHub: https://github.com/asciimoo/hister
Website: https://hister.org/
Small read-only demo: https://demo.hister.org/
I've been balancing ~800 player cards and running several simulations to balance the cards. It's been an interesting mix of my hobbies such as football, game design, many spreadsheets and CSVs, and a bit of code.
- Imagined job I want to do: Teach software from the ground up, with good illustrations.
- Side: https://peace.mk/ - Create my own automation framework, because I want to make it clear what infrastructure-as-code is going to do before/during/after you run it
- side-side: https://azriel.im/disposition - a diagram generator like graphviz, but supports markdown, to visualise what infrastructure exists / will exist / will be deleted / is in progress when automation is running
- side-side-side: https://azriel.im/dioxus_codemirror - needed a code editor that supports LSP so manually creating diagrams is learnable
I'm back up the stack to the diagram generator, and hopefully soon back to the automation framework
It started because I found myself opening a lot of different sites to get a quick picture of a domain. The main project right now is a domain security assessment tool that combines DNS, WHOIS, MX, SPF, DKIM, DMARC, DNSSEC, TLS/SSL, security headers, redirects, and other public metadata into a single report with findings and recommendations.
I've also been building out the smaller supporting tools around it as they come up in day-to-day IT work.
Still a work in progress, but I've been having fun building it.
Agents develop genuine perspectives.
Teams develop genuine collective intelligence.
Check out the repo: https://github.com/inthepond/each-mind
A contracts management platform for the events industry in Brazil. WhatsApp has turned communications chaotic between vendors and customers across the event's lifecycle. Both parties suffer from not having a single version of the truth about what is promised to the event. The product helps in that sense.
A human capital platform that helps companies comply with Brazilian labor laws in regards to time control via punch clocks. It also helps managing contractors and freelancers.
Looking for a publisher to my first book "The Least You Must Know About Computers to be Free". A sci-fi technical novel about open hardware, FOSS, cryptography, AI and Bitcoin. It aims at teens and young adults.
Raising my two teenage children. (hardest project)
It's an app that allows you to schedule a wake-up call and get a real call from a friendly person, somewhere in the world. No phone numbers exchanged. All calls happen through VoIP in the app.
A fun and interesting union of fantasy sports and financial markets.
(V)RAM conscious AI inferencer/generator: https://github.com/cretz/thinfer
Still iterating through refinement and features. It's built on Rust + Tauri with a React frontend, in case anyone is curious.
I've created various open-source and commercial tools in the multimedia space over the last 10+ years and wanted to put it all together into something more premium.
Our vision is to replace resumes with a richer, holistic interpretation of a person's achievements by allowing them to talk about their experience and using that as a base for how they are represented.
It's a durable orchestration loop for implementing code with LLMs that forces review and verification gates until the code matches exactly what you asked for.
It's complementary to any existing harness or tools you use, you investigate and plan your work and simply have your agent hand off the implementation to the engine.
You can have Opus 4.8 implementing, GPT 5.5 and DeepSeek reviewing in different roles etc, mix and match however you like.
It also supports sandboxing out of the box, starting with the YC backed Microsandbox.
Fair point though - "we illustrate" could be clearer.
It's Agentic QA + auto-provisioning sandboxes. Makes it plug and play to do code reviews that actually run your code instead of looking at it really hard. B/c the agents control all of the environment (ie running all of the services), it's able to collect runtime evidence about pretty much everything.
A couple open source examples: (Excalidraw) https://app.ito.ai/share/d1cb1475-fbe5-4c71-901b-409ba2aa6d6... & (n8n) https://app.ito.ai/share/bb7d73aa-fd08-482d-9938-87938e2a232...
With this framework, I'm making (among other things) an early literacy app at https://letterspractice.com. My aim here is to hit >= 75% efficacy of Mentava at <= 1% of the price.
The app is near to production readiness, and I'd be happy to share access now with anyone who has verbal but non-literate kids. Be in touch if interested at colin at letterspractice.com
Most agents for durable workflows feel like toy examples. There is no "Codex" or "Claude Code" for, say, Temporal. So I'm building full-featured agent for these runtimes. Why? Because it makes long-running agents easier to operate and scale. Currently, all frontier harnesses need to run inside a guest OS and need a dedicated process, this is quite challenging to orchestrate and maintain.
To make it work, I had to figure out what part to run as deterministic workflow code, and what part to run as I/O or side effects (aka activities). I'm using a CAS for most of the payloads to maintain a lightweight footprint in the workflow code.
Currently supporting skills, MCP, prompts, a virtual file systems, and soon sandboxes.
The main target users are lawyers who redlines and drafts legal documents, and they almost always use docx.
It can be used together with Claude For Legal; The combination is pretty magical.
Here's the plugin: https://github.com/LegalRabbit-AI/legalrabbit-docx-claude-pl...
Not technically released even though the site is live, but close enough to a beta at this point.
It's pretty simple: just search for the vitamin/mineral/supplement you want, and it displays them all ranked by the most amount of that supplement per dollar.
Multivitamins and Omega 3s work a little different, and protein powders are grams of protein per dollar, but that's the gist. Anyway, the affiliate link isn't even set up yet, but maybe some people could find this useful in their personal lives. Open to feedback!
https://github.com/jpfaraco/muy
I've been building this little animation tool I’ve wanted for years, inspired by one of Bret Victor’s demos from his talk “Inventing on Principle”. I wrote about it here [1].
Basically, instead of setting keyframes and tweens, you perform animations in real time: select a layer, manipulate its properties and the timeline records every frame.
No install, no account needed. It's like Excalidraw, for animation.
I still have some ideas and hope to keep evolving it. And I hope other people find it useful for making neat videos.
I’m prioritizing user experience and QoL features, I’d like to build something calming and user friendly.
I recently added support for user generated puzzles - here’s a nonogram that I drew just now[2].
[1]: https://lab174.com/nonoverse/
[2]: https://lab174.com/nonoverse/play/custom/N4IgbiBcCMA0IGcogHR...
* Robotics Hello World: Objective is to implement ACT model to train my arm robot on simple pick-and-place tasks. Leaning heavily on HuggingFace's LeRobot library, but stopping short of using their model implementation and training loop. https://github.com/avilay/learn-robotics
* Designing a new programming language: This is when I want to escape the annoyances of coding in Python and start daydreaming about a new language :-) https://github.com/avilay/kulfiI sometimes need to have a quick but realistic model of an optical system without paying a few thousand for some of the well known commercial offerings, so I've been building this.
It's not signed yet, but I have included the results of a Hybrid-Analysis scan and I am verified by Lemon Squeezy for the full version.
Share a single google doc with your agent (w/o oauth mess)
I needed a way to share a single google doc/sheet with my agent
I didn’t want to go through the heavy oauth gcp project so I’m using disposable email addresses as the work around
2. Agents.sh
I get so many cold emails that could be better if I tell the bots how to talk to and reach me. What’s top of mind for me, how I like to be pitched, etc.
So I made a mini platform to put up text/md files. Then added all the perms fun - pw support, expiration, every url has an inbox. Aimed at agents only.
Recently made a stargazing app on Apple Watch, vanity address miner, playing with gameboy roms, and have been making and testing a social photo game that I’ll hopefully make public next month as a PWA
You play a duck in a small shared town. You pick a job, pay rent, post on a Twitter-style feed, vote in local elections. The simulation keeps running when you close the tab. No PvP, no loot boxes, no combat. Playtime is a few minutes a day by design.
The service is composed of two open-source services, namely a Nextcloud app (Astrolabe) and backend (nextcloud-mcp-server). I use the service as an MCP server across a number of apps, and others use it primarily for semantic search over large numbers of documents.
Both are open source, and I'm working on a managed offering, completely based in the EU, for individuals/teams that already use Nextcloud and want to be able to use semantic search across some or all of their documents.
Essentially your data stays in Nextcloud, and the MCP server backend keeps a vectordb in sync to enable semantic queries over your content. The number of supported apps is growing, including:
- notes
- deck cards
- files
- news items (RSS feeds)
- cookbook recipes
- contacts & calendar
And I'm adding support for other apps as I go.
By default, home page gives all models in the leaderboard, local and hosted. Search for models in the search box on the home page to find the top models by ranking, local(by size) and hosted (by price).
You can also do deep querying/sorting/searching filters of models in each of these three nodes (see the other tabs on top).
The next steps I am working on (would love feedback on this or anything else):
Phase 1: - Change clicks on home page model tiles in one column to search and show models filtered by that across Artificial Analysis, Ollama, OpenRouter - User specifies their system VRAM (unified/dedicated) and we automatically filter the home page with models that would fit on that RAM - in the three columns. - User specifies their price range (per MTok, max across input and output), and we similarly filter and rank by those models across all columns. - User specifies both (VRAM and price range), and we filter by both - leaderboard is union of local and hosted, local by VRAM and hosted by price range match.
Phase 2: Once I have this working, add a local desktop client that automatically reads user system and infers VRAM, renders app as webview. Considering pyside6 with Qt for this.
Phase 3: On desktop client, user can download and chat with the local models automatically based on leaderboard, optionally call hosted models, etc. Used primarily to evaluate and compare local vs hosted models for user's use cases. Also have some interesting alternate experiences to host within the local private app for user to interact with llms, agents, etc.
Do let me know whether this seems useful, or how I can make it more useful.
We go back to the question of 'what does best actually mean'.
And the feedback dashboard I always wished existed, with plenty of integrations, low pricing, prioritization + clustering, and auto-PRs
2 person team and we didn't do anything manually beside creating the entity relationship, and briefly documenting the overall design system we wanted. Now we are sitting on an almost 80% completed system with 6 more months in hand.
[1] https://apps.apple.com/us/app/reflect-track-anything/id64638...
Rust-based hybrid search engine: https://github.com/DeepBlueDynamics/lume and https://github.com/DeepBlueDynamics/shivvr
Agentic terminals: https://github.com/DeepBlueDynamics/hyperia
I'm also reading Principles and Practice of Deep Representation Learning, Or: A Mathematical Theory of Memory.
It’s a small board with a ATtiny1616 and motor driver that mounts to the bottom of Behringer MF60T replacement faders and provides an I2C interface for reading the position, moving to a specific spot, and even setting up haptic detents, like a linear version of my SmartKnob project.
Perfect for making an intuitive smart light dimmer switch or a macropad.
Just need to find some time to finish making a proper video about it…
It's a web-based game for 1-8 players, features a tutorial and bots, plays like a board game, and operates with economy, bluffing, forward-planning, risk-taking, course-correcting mechanics.
Play as an amateur psychic navigating a fictional stock market. Receive premonitions, call in your wizard friend, navigate dividends & earnings releases, and chase the glamorous annual investor awards.
The last few months I’ve been reading a lot about neuroscience behind learning and practicing music and I’m fascinated by the subject. It has helped me realise why the app works for me, as well as my own mistakes that held back my progress for many years despite putting in decent efforts.
It was a much needed inspiration to continue working on it with a re-evaluated roadmap.
I recently wrote a blog post about it - https://www.captrice.io/blog/what-makes-captrice-work.html
Been doing this to improve/simplify the grammar for Trilogy[1], a streamlined SQL language - I’ve been planning a redo of one feature and it’s nice to be able to rapidly get feedback on various syntax success rates. Also been particularly useful to optimize error messages, which should help people too.
This week we're working on a modular WASM build to allow others to embed Tritium directly into their own platforms. AI native startup law firms love it.
I've never worked on android/iOS and I know very little about sensors. I'm trying to learn through this experiment. If I can get rid of Strava and some other apps along the way with a simpler core that would be fun.
- vibesurfer (https://github.com/frane/vibesurfer): a web browser for agents, without Chromium and CDP.
- agented (https://github.com/frane/agented): a “text editor” for agents, with undo, state, and LSP support.
- grpvn (https://github.com/frane/grpvn): a local chat for your local agent and LLMs.
- native library to build TUI apps without the 20-60MB bloat of node/bun/go
- terminal coding agent harness focused on orchestration/loops
- a small scripting language that looks like JSX but has signals and render optimizations built in
- open-source software and hardware smart doorbell for a community space
- teaching AI how to write games for the Nintendo Wii
- designing an arcade cabinet
All of this over the past 4-5 months. AI is allowing me to deploy my short attention span very effectively! This is more than all I’ve accomplished in the past five years.
Today I caused thermal runaway on a BLE thermal (sic!) printer. That melted half of its components together before I noticed. The fun fact is you can do that witouth authorizing, as long as printer is turned on "poof".
Now I'm trying to figure out a BT protocol if DJI Power station, so I can read and track its metrics.
I wrote an improved driver'ish for cheap 5G modem recently. I've been on the last 5% stretch for few months lol.
And I started reverse engineering my LandRover OBD/CAN stuff, so I have some data to publish for other hakers.
https://bedtimebookhelper.com/
In the mean time, I’m working on a recipe application I’ve had countless false starts on. It’s centered around iterations and version on recipes, tracking changes to ingredients and directions to build new a new recipe from an existing one.
I’m starting with a go Bubbletea tui this time and I’ve been having a lot of fun with it compared to the React SPAs I’ve tried before. Not feeling compelled to style anything while working on the UX has been nice.
As a side project I‘m building a multi agent harness that works across desktop and mobile and solves the issue of drowning in too many agent sessions for my own workflow. Hopefully I’ll open source it soon. Reach out if you’d like to beta test it. (Email in my profile)
For example, syncing orders from e-commerce sites to their internal spreadsheets, generating invoices with custom workflow etc
Strictly human content, pagination instead of endless feeds, one-off payments instead of subscriptions, linear feed by default, public profile scoring instead of secretive algorithms.
Hope to share it soon around here, too.
Hallways (https://hallways.lonnycorp.com) - a web browser for 3D spaces, where instead of hyperlinks you have portals that you can seamlessly walk through
LonnyMQ (https://lonnymq.lonnycorp.com) - a performant, production-ready TS PostgreSQL message queue library and accompanying blog post that walks through its design (of which I'm quite proud of)
1. Helping to make ActivityPods apps working on top of https://nextgraph.org/ (instead of SOLID).
2. https://cloudywithachanceoflatency.net, network monitoring done right (according to me), for humans and AI SREs (still WIP but quite fun already).
And when I get a chance, accepting some small paying contracts to pay bills. Weird times.
I'm also rebuilding an integrated task/knowledge/publication system I'd previously built atop Gemini's Gemtext format. While I loved the simplicity, I've discovered that there are lots of burrs in that design, especially on the publication side, which I'd be able to lift by using a more fully featured document format like Djot.
New in the latest release: you can print your personalized Playbook at home (print, cut, fold, staple).
I've been playing on a national amateur golf tour for over ten years. Before each event, I'd spend hours on Google Earth — figuring out where to aim on every hole and which club to hit. It got very cumbersome very soon. I wanted a tool that did the spatial reasoning for me. Take my dispersion, the wind, the elevation, the hazards — and just show me the right line on a flyover. Visually, not in numbers.
So I built Golf Playbook (iOS).
Free, no subscription. Built our course data from OpenStreetMap instead of licensing an expensive commercial database. Different cost structure, different price.
Tech: SwiftUI, Apple Foundation Models, OpenStreetMap data. Many nights and weekends. Always looking for feedback.
App: https://apps.apple.com/us/app/golf-playbook-strategy-gps/id1...
Website: https://playbook.golf
It’s a complete redesign from scratch that combines Mac and Windows into a single codebase via Dioxus (right now they’re two completely separate codebases).
Existing app is at https://www.digitalrebellion.com/posthaste
https://www.kickstarter.com/projects/taikohub/taiko-01-keybo...
Currently in beta, working out some pipeline optimizations. Looking for people to test! Feel free to try it out, join the discord, etc. Looking for feedback on the experience, reliability, etc.
The goal is for folks to be able to tune their own pipelines, right now I am working on adding more API params/knobs. Looking to build a good capture guide too, since most folks struggle with capture IMO
Everything has been built with Claude, even the bill of materials for the hardware.
The project is open source and now protects my raspberries. You can see a demo here: https://www.reddit.com/r/ClaudeAI/comments/1u03rja/automated...
[1] https://hyperclast.com/ - open, fast, self-hostable replacement for Notion
- https://altitag.com: A real estate photographer can upload a drone photo and get points of interest pins overlaid on the photo using EXIF data. The annotations help provide some nice neighborhood context without needing to open up Photoshop.
Aside from that, I've launched a new tool that tries to promote Solar panels. The UK has some of the most expensive energy in the world, so I've been trying to let homeowners and building managers understand if their building's are suitable.
Uses some APIs all plugged together - including the DEFRA datasets for DSM (LiDAR from planes).
You can try the game here: https://daily.gametje.com
Also working on a multiplayer version of the same game.
One thing I've learned is how hard it is to get things perfectly aligned.
World Cup schedule with no spoilers. Where you can save the teams you follow and make cal events for upcoming matches.
https://worldcup26-schedule.pages.dev/
A tech events listing page for New Zealand. Where approved organisers can freely post upcoming events and people can subscribe to hear of new events.
We’re live in 3 stores and it’s working great.
The system has two parts: a mobile app that lets employees snap photos of products to generate and publish listings, and a hardware box that sits inline between the barcode scanner and POS to track in-store sales and automatically remove the corresponding listing when something sells.
We’re live in 3 stores and it’s working great.
The system has two parts: a mobile app that lets employees snap photos of products to generate and publish listings, and a hardware box that sits inline between the barcode scanner and POS to track in-store sales and automatically remove the corresponding listing when something sells
Fun fact: I coded it by hand (because I enjoy doing that), which I think in 2026, puts me into the psychopath group according to most.
My goal with this language was to pick a set of primitives to compose and express as much as possible.
I don't have a demo up yet but if anyone was curious https://codeberg.org/lilbigdoot/gloo/src/branch/thinkythough...
The two main features I am missing right now are recursive types (I want to do proper mutual recursion and have been procrastinating) and some form of type classes or implicit modules. Structural typing has been useful and I'm finding a lot of features are falling out for free from that.
Long term goal is to create something with performance within a reasonable range of C# / Java etc generally, with tools for opting out of GC. I don't plan on chasing zero cost memory safety, since I want to spend my "budget" on tooling and expressiveness.
Until the language semantics stabilize I plan on generating some pretty naive JS/TS to play around with real programs, and eventually target .NET and native (likely via C++ transpilation)
It’s still an MVP so feedback extremely welcome!
- https://github.com/rumca-js/awesome-database-feeds - list of RSS sources
- https://github.com/rumca-js/Internet-Places-Database - list of domains
Repo with video: https://github.com/monkeydust/rightmind
agent-vault-proxy is a local proxy that injects real secrets into requests in-flight, so a compromised or prompt-injected agent has nothing to steal, feedback welcome: https://github.com/inflightsec/agent-vault-proxy
The idea is simple: Its handle of the complexity for AIOps infra like GPU VM provisioning, NVIDIA driver setup, Docker setup, model download, and launching the inference server. User can run any OSS and AI tools inside their cloud.
website + video demo: https://www.dagploy.com github : https://github.com/dagploy/dax
Website: https://www.asfaload.com/
The idea is decompile something like Wordperfect or Framemaker, then port the NeXTStep code to GNUStep and have WP on GNUStep/Linux.
Coming soon is a full automated training system to "certify" people to time events.
It'll spin up a VM with our timing software and an emulator of the hardware of your chosing and you kind of play a game to get certified (you deal with real radio traffic, real world like scenarios where shit goes wrong)... This way we don't have to train people AT events from zero.
The idea is to handle the whole thing, from meeting up at the start point, to multi-day trips, gas stops automagically planned in where you need them.
iOS only right now, Android support is planned but not a priority.
It's a bit of a passion project, as it solves a bit of a "personal" problem, I realize its niche.
I am also not a software engineer, but a DevOps engineer, so it's _entirely_ written by Claude in Swift + Swift UI, Typescript for the backend.
The marketing aspect of the app would be key - the app store is crowded for convoy tracker apps - but hardly anyone is framing the "friends" angle. Good luck!
I'm also hardening my development virtual machine system. Properly firewalling it so that it can reach WAN but not the host or the LAN.
TUI based interface to search in your files very quickly. I created it from the need to have an equivalent of voidtool's Everything on Linux. It's a bit different though because it's keyboard based. You define zones where you search for files most of the time, and you can manage previous files history. Then there are actions you can perform on each file/folder.
Developed for my personal use but publicly available and open source. I’m pretty happy with the current state so don’t expect a lot of updates and features, but hopefully others might find it helpful.
The demo is available, no account required if anyone wants to check it out :)
Also great video, it hooked me.
in the process, figuring out some tricks for getting opus to work with 3d a bit better
two tricks ive found is to:
1. get claude to present all the orientations to you, then pick which one after 2. convert 3d problems to 2d ones - get it to draw streamlines describing the geometry, rather than trying to look at the whole thing in 3d
fable was a fair bit better at working in 3d than opus is. well, opus mostly isnt
https://github.com/Fingel/gelly
Also built out a .fits parser that uses rayon to decompress in parallel making it about 5x faster than cfitsio.
https://www.pedaldrivenprogramming.com/2026/06/8x-faster-fit...
You can try the first module of any course without login, all beginners courses are free after login, a subscription is required for advanced courses
For Spanish for example, compared to spanishdict.com course which is a similar format but has a defined length and doesn't encourage you to continue indefinitely, is much more precise, follows a practical story arc - introducing yourself at school, how did you get to school, going on vacation with family etc etc. It jumps from location to location each unit and explains regional differences in grammar/vocab.
In the odd times working on my workout app, which now has agentic chat, analysis, charting abilities, workout proposals and whatnot.
• A visual moodboard and notes app that uses local models to link and surface content, a bit like an AI powered Memex.
• A new UI design tool for Mac/iOS with deep support for design systems and AI agents.
• A CMS and static site generator that runs entirely in the browser. Download the site as a zip or publish directly to GitHub/Netlify.
The TL;DR of Gaming Couch:
- Currently in free Early Access with 19 competitive mini-games.
- Players use their mobile phones as controllers (you can use game pads as well!)
- Everything is completely web-based, no downloads or installs are necessary to play
- All games support up to 8 players at a time and are action based, with quick ~one minute rounds to keep a good pace. This means there are no language based trivia or asynchronous games!
https://whimsy.numeracode.com, Happy to answer any questions any of you have
I hope that by the end of the book I don't find out that CPS compiled code produces bad stack traces.
edit: ah, yes also a broker controlled component manager that can start, stop, monitor services over the mentioned broker. This is the carpet that brings the room together.
And been working on a Mario-with-guns game concept: http://devz.cl/posts/what-if-mario-had-a-gun/
Thought it’d be a short concept to get from start to finish but the things you need to implement and plan for in a video game can be near infinite and decision paralysis is a real problem for me.
https://leetarxiv.substack.com/p/why-compilers-rarely-use-st...
It’s founded in Rust and incorporates a Deno runtime for extensions.
It’s headless now, via JSON-RPC. I’ve got the basics of a trait based system which will enable different frontends. At the moment, I’ve created an extension for `pi` which allows me to use that as the frontend.
I am interested in a similar tool and it would be nice to skip some of the learning
I will eventually get something in my blog about this project.
The project is currently 100% vibe coded with codex\gpt-5.5, but after running some experiments, I'm working on replacing some of the vibe coded SQL engine with Apache Calcite.
https://github.com/TomerAberbach/profiler-md
Currently working on a diffing feature to compare before vs after profiles.
It also comes with a skill to have a coding agent profile and optimize your code!
It's like the love child of Polytopia and Conductor. As many other agent management platforms/harnesses, Viberia has been building itself, and honestly this has been too much fun to stop.
It's called Vocast: https://github.com/cnrmurphy/vocast
Thinking about adding some things like queuing RSS feed items to be converted to audio and a feature for being able to do the conversion from my phone.
https://kastanj.ch/en?mid=hn 48528779
I have been working on it for a few years. Unfortunately it is currently put on pause, possibly for the entire 2026, but it will launch, and it will be a really useful tool for those that need something like this. I am very hopeful
It started out as a project to try Fable. It wrote a lot of the code and I am learning as I go. I am still questioning some of the design choices but so far it is working. I do want to improve it, so any feedback is welcome.
It works well for me so far and I’m pretty happy with it!
Modules are simply folders, and the tool just reads from stdio and outputs to stdout. Runs are stored in simple text files with all the info of inputs, outputs and other metadata.
it's all free, open source, and local-first. you can get a hobbyist tier plaid account and sync your accounts, or use csvs. rules-based categorization, spending trends, FIRE/savings-rate health view, etc.
there's also an mcp server so you can hook it up to claude/cursor and just chat about your finances. and a "canvas" feature where you describe a financial question and an agent builds you a custom calculator for it (e.g. amortization, compounding, what-ifs).
honestly it has all the features i want so i'm not sure what's next. i have a few contributors, always welcoming more.
I also just posted a new blog post on trash valorisation: https://stefan.schueller.net/posts/kva-winterthur/
Wrote up more details at https://openrun.dev/blog/service-binding/
HTML/artifact canvases have a lot of potential
https://x.com/backnotprop/status/2064951065439834378?s=20
https://x.com/backnotprop/status/2065436433985474726?s=20
https://github.com/plannotator/effective-html
Shared context workspaces are important
https://github.com/crmkit/crmkit
So far so good.
https://github.com/csheaff/tmux-control
I found myself ditching Emacs for iTerm when running TUIs inside tmux on remote hosts. I'm trying to replicate how good tmux is inside iTerm, but it's tough. wip.
It sends me an email once a story hits a certain number of upvotes per minute, so it's useful for keeping track of breaking news.
It'll also soon allow you to get alerted to specific words or phrases in titles. (I have one set up so the monthly hiring threads notify me as soon as they appear.)
So do you get one email per-story that fits this criteria? Or is it some kind of roll-up?
It checks every 5 minutes, and if more than one story happens to meet the criteria during that 5 minute bucket then it'll put them into one email (so the "hiring" checks appear in one email). But in reality because it's rare that 2 stories will trend within the same 5 minute bucket it ends up being one email per story.
It currently exists of 12 libraries/tool, most of which are pretty stable by now, though some are still very much in flux.
This is one of those things that turns out to be kind of a lot of work. :-)
https://store.steampowered.com/app/4810350/Medusas_Gaze/?bet...
Created with 0 AI assets
Kind of curious how other people are using agentic code tools for game dev!
A very simple idea: when you eat more than your maintenance calories, you gain weight; when you eat less than your maintenance calories, you lose weight.
By using an algorithm, we can accurately figure out your maintenance calories more accurately than traditional regression based formulas like katch mc ardle.
It's way more accurate than calorie burn tracking devices like fitness bands and watches. (garmin/apple watch etc...)
MacroCodex helps you spot dips in maintenance calories from metabolic adaptation, then auto adjusts your calorie target and macros so your plan stays aligned with your real maintenance calories (TDEE).
It's very useful to those who find it hard to gain or lose weight.
it's a completely free app, no paywall, no unnecessary data collection.
Already reached 13,000+ users
hack music
It takes your instructions, write a versioned spec, then generates a hybrid workflow of code+LLM calls and protects it with tests/evals
The result is that the agents run much faster (90% of it is code), cheaper (LLM steps are scoped tightly and uses smaller models) and reliably (specs get turned into coded state-machine)
It let's developer do test planning and testing automation using their coding agents. The records of the testing sessions are then shareable and can be added to PRs, giving the reviewers visibility into how the feature works, what scenarios are handled and tested and what might have been missed.
It connects to your cloud accounts, provisions hardened servers, and handles deployments, logs, and monitoring.
Currently open for alpha (free) access
When YouTube was new, a guy named JT Helms made that top one (Once Upon a Time in the West cut to Arcade Fire) and when Bruce Springsteen was asked if he liked anything on YouTube, he said that. And it made me happy because it was my favorite too. And I thought we were on the cusp of something like a new art form.
I still think that. I'd like to see short films shot to music as well.
And on a new post about how to design web apps for the AI-era for my blog: https://mliezun.com
Jupyter notebook in terminal with native editor inside cells.
Custom python crawler getting 240 sites a second crawled and classified. ( homepages and minimal probes, no headless browsers )
Be interested to test some false positives, if you have a URL I'll tell you what I see :)
For curiosity: https://airplane-ai.franzai.com/ based on Gemma
For profit: optimizing my virtual desktop in the cloud setup for AI First workshops
I’m doing composable and dynamic global profiles which are selected based on what you’re doing.
I’m making a baby book for my son Henri featuring famous Henri’s through history.
I’m also building a zigbee free/busy eink display that only needs to powered once a year or so
The goals: speed, accuracy of diagnostics (e.g. exact problem start/end position in the XHTML), clear issue descriptions including references, utilizing SARIF.
Other than that, working on 2 projects:
1. KitchenCue: Smart cooking assistant. Always had the problem of what to cook. AI suggests options based on your preferences, locality, and pantry, what you can make.
2. Sci-fi editor: Even though sci-fi tells the most futuristic stories, the tools are just meh? I am trying to make something so you don’t have to worry about timeline and physics inconsistencies. It will help you with science and histories.
an open source technical interview platform built for modern interview workflows like takehomes, agent coding sessions, as well as the standard leetcode-style questions.
The idea is to make querying ClickHouse feel more like using a polished desktop with ClickHouse native features :
It’s built in Swift/SwiftUI with Monaco as the SQL editor.
Screenshot: https://ibb.co/gbW4rW7G
Re-reading the Lean Startup to hone our GTM, market validation and growth engine.
(mathbreakers.com)
the routing market is bloody as hell. agents aren’t using their own bank accounts (yet).
crypto was never the point, but the only way around KYC.
and I overbuilt way beyond the status quo.
probably sounds really familiar these days at the speed of AI-enabled development.
I made Docker not suck for large images. 2-10x faster depending on the operation. I’ve spent the past two weeks burning down the last bits needed to release a BuildKit integration.
I’ve started implementing actual background monitoring of the system, and next will be letting an agent build its own layers of tailor-made deterministic rules and statistical models, to "learn" what the system’s normal behaviour is and only "wake up" the agent when something unusual is going on. Either to update its rules and models, or alert the user.
Like the ship’s AI at the beginning of Absolution Gap. Next will be enabling it to serve as the interface for the system. An ops "point of contact" for both the user and their agents for the machine / fleet of machines it’s in charge of.
———
I’m also working on third thoughts[^1], a tool that analyses local agents logs to find patterns and behaviours, identify what works, what doesn’t, how they evolve over time, using deterministic and statistical methodologies and techniques from multiple domains (including, to my surprise, genetics and psychology / sociology), with an agent layer that interprets the results.
I’d like to add a "federative" layer where people can contribute the results, patterns, and findings, without leaking their logs or personal / private data, so that we can all better learn how to identify failure modes, predict them, and see what works and what doesn’t.
———
I’m also having Claude & Codex revive Jasonette[^2], which died off and was turned into some weird paid unrelated thing by those who picked it up. I’d been meaning to but never took the time. But now with agents…
All rebuilt in Swift / SwiftUI on the iOS side, and Kotlin on the Android side. Some features are still missing, but it works quite well! [^3].
———
Oh, and Boucle[^4] is doing its thing on its own. No idea how it got to 100 GitHub star. My "autonomous dog-fooding expensive pet" is apparently more "internet successful" than I’ve ever been.
And quite a few other side projects.
———
[0]: https://github.com/lightless-labs/descartes
[1]: https://github.com/lightless-labs/third-thoughts
[2]: https://github.com/Jasonette/JASONETTE-iOS
If you have a business that relies on reviews, I'm looking for a beta tester!
GetSetReply.com aims to:
1. Get you more reviews
2. Avoid negative reviews
3. Respond to reviews
You can email me via my email in my profile.
I built it after losing track of too many Claude Code terminals running at once - I'd tab between them and have no idea where each one was. Now I can glance at the dock and re-orient in a second.
Its a Claude code plugin - the README has install instruction https://github.com/tigerquoll/claude-brief
Feedback welcome.
Specs/area are not the focus currently. I just want to build a few useful blocks with it (e.g. analog summer, filter, ...).
- LLMs (any OpenAI compatible API, vLLM, LM Studio, etc.) - image gen + image edit (flux klein) - text to speech (magpie, dia with voice cloning) - speech to text (OpenAI audio transcriptions + riva compatible) - image to textured 3d model (trellis2) - image+text to video (ltx2.3-gguf) - text to music (acestep)
currently it is just me and Claude vibing. While using Fable 5 moved all of my local inference services to k3s across 3 RTX 4090 PCs and my DGX Spark, now I can just tell Claude/Hermes/etc. to start and stop services.
inference.club is built with Tailscale's tsnet library. It is sort of like an OpenRouter built for different types of local AI models. inference.club also lets you showcase and share generated content. For example here is 90 seconds disco funk track generated by acestep: https://inference.club/s/Vxm6ozW24oBs_JGbPcq7tA
I was inspired by AI Horde, and wanted to see if I could build something that could support all of the model modalities that I use for generating short-form AI slop content on local hardware. This is also similar to Hugging Face Spaces, but running on consumer hardware with a common API. I've been watching the quality of local AI inference making massive improvements in quality and performance, and I want to make it easier for people to try "local AI" even if they don't have a GPU.
Invoicing software + Guided online bank transfer
would really appreciate testers but also any companies thinking about distributed inference powered by their own company devices on a private network. my own company has 200+ 16gb ram machines that we're using for inference.
It builds on an opinionated tech stack - Rust (Actix Web, Diesel, SQLite) and Typescript (Solid, DaisyUI). There are multiple agents which play roles like PO, PM, Architect, Rust Engineer, Typescript Engineer and so on.
The idea is to go from user prompts to Epics/Tasks - PO/PM do this. Then to go from Tasks to YAML or similar syntax (I have not figured this out yet) and break into Rust and Typescript code dependencies.
I am focusing on the Rust side: how can small models write Model, Controller, Router, User/Permission and custom business logic in helper functions (called from Controller or BackgroundTask). Building a set of types to express business logic, for example in https://github.com/brainless/nocodo/blob/feature/praxis_agen...
Then I will use tree-sitter to build a graph of which business logic (in the helper functions) correspond with which provenance (source of truth given by user).
There is no tool calling for most of the agents, no MCP, no multi-turn chats. Most of the code writing agents one-shot the response with a lot of code reference in their prompts.
An open source audio interface along the lines of a Scarlett 2i2.
- navigation without GPS and Internet
- GIS with tokenized raster layers so that LLMs could easily talk to the maps
The first is Networks by Analogy: https://networksbyanalogy.com
It’s a book about computer networking, but deliberately not protocol-first. I’m trying to explain the shape of the system using analogies and mental models first, then map those back onto the real machinery.
The second is Verachi: https://verachi.io
That one is about risk management. I’ve been noticing time and time again, in multiple orgs I’ve worked with, that direction and implementation don’t align in many cases. Devs end up doing work that no one asked for, and middle managers tend to “invent” irrelevant work.
The third is Midflight: https://midflight.dev
This is about learning software architectures using chaos testing. You can bring your own architecture, inject failures in safe environments, practice, and ultimately generate agent skills to automate fixes for these types of failures.
- No sign-up required & no ads
- Live PDF preview & instant download
- Flexible tax support (VAT, Sales Tax, etc.)
- Fully customizable invoice templates
- 120+ currencies & multi-language support
- 100% In-Browser
i've massively improved a bunch of things like the AI filter, which now gives you the option of filtering out github repos with AI authorship.
Also improved comments, which I'm serving through my own backend which has made loading of comments super fast, and it's going to be the foundation for some really great other features coming soon.
Soon: HN feature parity via browser extension and sync'd accounts.
I really like the simplicity of HN and this kinda keeps it (somewhat) in a way that I like.
When the comment overlay is open however, I was expecting tapping outside of it to close the overlay btw, not to let me tap the underlying stories and get redirected.
Last few years of Congress: https://andratwiro.github.io/riot/?city=congress&solo=1
Reichtag during Hitler's takeover: https://andratwiro.github.io/riot/?city=weimar&solo=1
CRM with agent baked in that can properly do stuff. No idea why attio/twenty are soooo bad at this. It's a table. getcrme.com / https://github.com/ChristianSch/crme
and gargoyle, an activitypub server with a (theoretically mastodon compatible UI) https://github.com/myfedi/gargoyle. Was annoyed at the homogenous fediverse dev teams out there that don't want their precious service federate with others. I want more federation (tested it with bookwyrms and lemmy for now. Mastodon/GTS also working ofc) and a pretty UI and not waste time with weird identity politics. You do you. I want an open fediverse, not a filter bubble. And GTS was too hard to hack on.
I am looking to build a platform that allows for real interview workflows like takehomes, agent coding sessions, as well as the standard leetcode-style questions
One is a TRS-80 Model I emulator in JavaScript called Trash80. About 10 months ago I started this project just for fun while experimenting with what now seems to be called agentic loops. I got things working pretty well with the Z80 passing the ZEXALL suite and a lot of real TRS-80 software running fine. It sat for months untouched before I decided it is worth releasing and recently started it up again.
I didn't want to release it without a ROM, so I rigged up some agents to build a clean-room style L2 ROM w/ a fairly complete BASIC and even readline-style control commands, history, and a proper cursor. That went very well, but the agents cheated on floating point and implemented some weird Q5.2 like-thing. I told them to fix it, but I guess I didn't give clear enough instructions because they replaced it with a BCD hybrid monstrosity instead of proper floating point. The proper floating point is now underway, but I'm mostly using excess Codex credits before they expire, so it's only moving forward when I have credits I don't need.
I also built a silly ASCII fractal browser in Z80 assembly so that I can ship with a virtual disk that has software on it. The emulator works in the browser and the terminal. Unicode sextant block graphics map very well to TRS-80 Model I semigraphiccs/squots, so it really does run everything very well in the terminal, even games. I also added a line-mode for line-based applications, so you can use a readline-like interface and feel like it's native terminal app as well, though that has some issues I need to fix. And of course, you can shebang TRS-80 BASIC files and run them through the emulator too.
Another project was a demo of chromesthesia, a form of synesthesia where sounds trigger experiences of color. I thought it was done and ready to release, but then I had a new idea. The visualization while cool, was kind of boring. I decided to replace it with an attempt at a semi-physically accurate cymatics simulation with artificial coloring based on chromesthesia. Cymatics is the practice of making sounds visible by vibrating a surface, such as a plate with sand on it. As the sound changes, symmetrically interesting patterns form and evolve. I've got something working now with wave generation and microphone input, but sometimes it gets a bit stuck and stops evolving as it should, so I have to find time to figure that out.
Currently all unreleased, but when they do release it will be at www.leshylabs.com. I sometimes post updates on X, but not too often. (https://x.com/LeshyLabs)
if you have built coding agent in the past using mastra, what are the problems you have faced with mastra? does it support complex branching/context trimming and other features required to efficiently manage context for AI agents?
I’m building a home server. This was something I put off for years due to some perfectionism. Eventually I just threw together something with old hardware and headless Ubuntu. Much to my surprise, the power draw is only about $4 a month. I can live with that so no need for specialized hardware.
I’m doing the common -arr stack using docker compose. I’m using plex because the jellyfin doesn’t work as well on an Apple TV.
Having a server running is nice. I can set up some stuff on a whim. Most recently was the Mealie recipe manager. It’s great knowing my data won’t be paywalled. I’m using syncthing as a simple backup method between my devices - everything but media of course. It’s fine if I lose media.
An unexpected benefit of having the server is that it inspires my wife. She decided to give vibe coding a try. She’s an artist, not an engineer, but with a little help she was able to make a task tracker for us. She tailored it to the way we tackle our tasks and, again, it’s really nice knowing it won’t get paywalled in the future.
I’m still burned out, but having a server to tinker with is helping.
I've tried some alternatives, but Modern for Hacker News seems abandoned. Harmonic is great (they just released v3 as well), but it's Android only. According to Firefox the extension has a grand total of 2 users, with one of them being myself.
So I made my own dictation app. Supports arbitrary API providers (e.g. Deepgram, Speechmatics, Elevenlabs), Offline models and a subscription if you want it. Otherwise it's free forever for BYOK and offline models. Deepgram is a YC startup from 2016, and have models that are genuinely good - so it's up to you if you want to use them.
Also, Granola doesn't let you read your own meetings after 30 days. So I added a feature in DuckType to import your data from Granola, unlocking all your meetings from their paywall.
Another app: OpenCook https://open-cook.com/ . We curated and wrote our own recipes into StashCook, which requires a subscription just to read your own recipes on the web app. So I got Codex to extract our recipes and rebuild one that is open source, OpenAPI and includes AI features.
This won me 1 year of GPT Pro at the codex event :)
I hope you can tell... I'm tired of companies designing their products to lock you in, to charge you more, with no added value. I build software for people like me. So I'll be building more apps that replace this user hostile software.
I wanted a site that aggregated as much space industry data as possible, but most other solutions were behind paywalls, even though most of this data is public or free in one way or another.
The hard part is doing it without modifying WP, and serverless mariadb that can scale to zero.
This is my first project that I want to release to the public, and the official instance will be free to use. I'll try to keep costs low without sacrificing service quality, and I hope to keep the project afloat with donations because I believe everyone should have the right to easily remove their data, regardless of cost or technical expertise. I don't have anything to share yet because it's still in the early stages of development, but it's looking good so far.
In the last month or so I added a few nifty features:
- Auto-scan functionality: Instead of having to click on cards to discover what they are, I can now do whole-frame detection on an interval (configurable), so players can mouse over the webcam stream of another player and automatically see what the actual card is. Super helpful for deciding who to attack and makes turns quicker!
- Card view is now grouped by player, since auto-detection will populate a lot of cards during the course of a game.
- Switch the video stream to Livekit from my homebrew version. Players were having video trouble and I hope Livekit is good enough so solve that problem.
Next up: I really want to build a community around this, and I'm struggling on getting the word out to people / having them try it out. I've done some SEO and word of mouth advertising, but haven't had much luck. I feel like I need to switch directions a bit. I'm a developer by trade, so this is wholly new to me.
Come check it out: https://cardcast.gg
I don't have to tell the Hacker News crowd how junked up the web has become.
* Bookmarklet to cleanly extract lyrics from Genius.com. * Firefox add-on to cleanly display lead sheets and guitar tabs on UltimateGuitar.com * Firefox add-on to show Distance From City on TrustedHousesitters.com. https://versastudio.com/projects
So far, I have mostly feature-complete implementations of the following, which are faster than the state-of-the-art implementations, up to 20x faster in some cases while matching or beating them in quality:
- a new 2D data visualization library, along with more bespoke data viz implementations such as word clouds and Primitive.
- programmatic image generation
- image compression
- a new statistical machine learning library, along with more bespoke algorithms such as UMAP and HDBSCAN
- a novel modelless invisible image watermarking approach
- a novel machine learning approach which may be a crime against data science but the performance is really good
- local text embedding generation with MLX
- image-to-ASCII art conversion
- grep/jq replacement (faster than ripgrep)
I aim to open-source them over the next months but the main bottleneck is the inevitable barrage of "gtfo AI slop" comments even if I dot every i and check every t, in addition to the distribution of new software being extremely difficult nowadays due to the death of social media and "20x faster" raising red flags even if I have the data to justify it.
> Guild manager for my MMORPG guilds with Discord integration
Deliberately no ads, no subscription, no tracking, works offline.
Perhaps the more interesting bit is that it's in Java (not Typescript or Rust)! Java 25 is pretty neat. Bonus: getting to know how to distribute a self-contained Java program using jlink and the likes: https://docs.oracle.com/en/java/javase/17/docs/specs/man/jli...
- A hand-crafted browser game-engine and game for the engine, with things like determinism at the core. I will be launching soon and can't talk too much about it yet because its quite novel. It actually has quite a few novel ideas within. Very minimal usage of AI in this project, I've been working on it for ~6 years now. A bit toooo long.
- A pure slop-crafted browser extension, because I paid for claude code Fable and it got rug-pulled so I am burning my tokens on a 100% slop project just to see what hands-off coding is actually like. A slight distraction from project 1 I do when I'm feeling a bit burnt out. Super fun so far proc-gen type stuff. Derivative
The nichest of niche social network clients. It's for people in one particular country, who watch one particular TV program, on one particular day of the week.
Now that the cost of writing software is zero, I love that my focus have moved from vain attempts to generate passive income to just building whatever random shit I feel like. Wish I'd made that choice earlier in life, but no worries!
indiesecurity.com
https://github.com/abstractspoon/ToDoList_Dev/tree/9.3---New...
Continuing development of online training for software testers, with a heavy emphasis on AI, since that’s where the demand is.
During a livestreamed demo yesterday, I ran into a ridiculous bug in Copilot for Excel. After all these years Microsoft still can’t manage the basics of reliability and still deny that they need good testers.
the vast majority seems to be pretty unethical, and many of those that aren't overtly so, seem to not always be nice.
There are decent reasons people want to KYC residential proxy users ...
We're releasing this next week.
> gmd indexes local markdown with full-text, vector, and hybrid search on Typesense; web search, fetch, crawl, and research; llm-wiki pattern and agents; local or cloud.
still very early and im trying to keep it very affordable, since the whole point is I dont want people wasting their money on hustles that were never legit
There’s a Unix CLI tool that implements an accurate version of this… check out /bin/yes.
Currently working on some networking parts, because I want multiple exocomp instances to be able to cooperate in terms of knowledge sharing and workforce sharing. So I'm experimenting with websockets combined with multicast DNS-SD via UDP sockets. Might be kinda nice if I can make all services discoverable and plug and play. Also using DNS-SD for my llama.cpp wrapper already, which allows local model and inference service discovery quite nicely already.
Stack based task manager with integrations with GitHub, Linear, and some others to manage and automatically update your immediate todo list, free while in beta (still very early beta)
Just getting started really and you can see a bunch of the stuff I post every week on our Youtube:
https://www.youtube.com/@givedirection
It’s going really well so far in the second month, to the point where I now have an advanced class and some possible organizations lined up that want me to help to train their staff.
I need to fill up my classes or get org contracts so tell who you know.
The cool thing also now is that we have a small community of builders in the discord that have shipped so it’s good to see people working together.
I made my own firmware for the little AI assistant esp32s3 AI balls you can buy from Ali Express. https://www.aliexpress.com/item/1005008627679270.html
Made a version of Infocom adventure frotz player to work with voice control on the AI ball so I can play Planetfall using voice control.
Made a toast alerter for Linux terminal command line.
Made a thing to alert you when someone signs in to a Linux server.
screen.cam records your Mac and turns it into a polished video. Smart zooms follow your cursor. Filler words come out automatically. AI-assisted YouTube uploads.
When people deploy python and perl code, they have to either export their entire environment, or build a container. The latter is not possible in a number of deployment cases, and the former carries all manner of dependency radius gotchas.
So I am building (ok, I am prompting/testing/reviewing, the agent is doing the heavy lift) compilers for each of python 3.14.x [1] right now, and perl 5.42.x [2], that can generate static code.
Early stages, perlc does work well, pyc is a work in progress.
On top of that, it's lead me down the rabbit hole of a 1995 (limited) theatrical movie called Mr. Payback, which may have only ever existed on 50 sets of laserdiscs distributed to those theaters. I'm hoping to track down a copy of it... if anyone had any clues on that one, I'd love to hear them. I'd purchase a Domesday Dupe device and dump it. But it may be a genuine lost movie.
For example, I was inspired by the activeness of typelit.io when reading - typing out an entire book helped keep my mind from wandering when reading. But typing the whole book is too tedious. I wrote a few scripts to mirror the words on an epub, which does help with focus but isn't quite good enough.
My current epub reader software I use requires you to press a button to reveal the next word. This has dramatically improved my reading comprehension, prevents inadvertent skimming, and keeps my mind from wandering.
I'm still experimenting but for those who have ADHD or are borderline ADHD, it's quite a revelation - I can finally read without my mind wandering.
C++/python/networking/systems/web developer for 30 years with plenty of free time
https://news.ycombinator.com/item?id=44417888
https://news.ycombinator.com/item?id=42157556
https://news.ycombinator.com/item?id=48531359 (new, no posts yet)
You start a task in Claude Code, and it automatically matches you with a random dev who’s also waiting on theirs.
You can chat, skip, or end the chat anytime.