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I still don't understand why coding agents are silo'd, and chat history is treated as disposable. Everyone on the team should be able to see all conversations and drop in and steer agents at any time, and chat history should be part of organizational memory.

I thought labs would have pushed collaborative steering by now, but I guess people got so TUI pilled they haven't even considered the possibility.

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I built this at my work and it didn’t turn out too well.

It’s a distributed agentic system on Temporal where all inputs are signals to the workflow. And then each agent has its own GNOME desktop either in a K8S pod or KubeVirt VM.

The biggest problem was context and ownership. The more we kept steering the model the worse it got until eventually it couldn’t complete its task. And on the ownership side, no one clearly owned the outcomes so it was just there… generating slop.

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What will chat history give you that the output of that chat won't?
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The vibe I got from the article was that now that technical work is faster, bosses expect everything else to be proportionally equally accelerated, even though LLMs either don’t help at all at those workloads or actively make things worse.
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One mitigating factor is the increased productivity leads to consolidation, aka layoffs, meaning fewer people to align with. (Leading to further increased productivity, more consolidation, and so on ... Whether this is a virtuous cycle or a vicious cycle depends on perspective).
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Different teams could already step on each others' toes before AI. If there is confusion over which team ought to develop something it might indicate an organizational problem. Crucially, if you ship something you must be willing to maintain it.
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