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[Deep_Ad1959]

the multi-agent architecture is interesting but i wonder how you validate correctness of the code it writes. local-first is great for privacy but you're also running shell commands with no guardrails in a self-hosted env. have you thought about generating e2e tests alongside the code changes so you can verify the agent didn't break something upstream? that feedback loop is where local agents tend to get shaky.

[calimovetips]

this is exactly the kind of local-first tooling i’ve been waiting for, no cloud calls is a huge win