I am on the board of a non profit and Claude has enabled workflows that just would never have happened. In 1 week I've done the following for them:

1. Automated ingestion of hand-written tuition scholarship applications into Google Sheets. Near flawless OCR to structured spreadsheet ingestion and image extraction.

2. Revamped the website completely from a simple static website to a dynamic one which accepts donations (started with Claude Design, handed off to Claude Code). Old: https://csmforchrist.com --- New: https://stage.csmforchrist.com

3. Included sponsorship applicant pages (from #1) to let supporters read profiles and choose who to support through the website (this used to be a fully phone/email process before)

As an aside, it feels great to use AI for something that improves people's lives today.

Text based accounting is a great use case for LLMs. I was pleasantly surprised how well Codex works with ledger CLI, especially in combination with git.

I wonder if this is going to give text based accounting a boost. Reviewing clearly worded git commits is so much more reassuring then letting an LLM drive your accounting package and hoping it doesn't mess up somewhere.

>[on] the Datadog pricing page…showing the use-cases must have more adoption.

Interesting, sometimes they want to show you they’ll simply charge 2-3 percent of your monthly spend (https://www.datadoghq.com/pricing/?product=audit-trail#produ...)

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