HUMANS.md

Notes on AI-assisted coding

Check the ecosystem

Before the agent starts implementing a large feature from scratch, ask what popular libraries exist for that task. This achieves two things: you get a quick review of existing solutions, and you prime the model to actually use one instead of reinventing the wheel.

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This simple question prevents wasted effort on custom implementations and keeps you in the ecosystem of maintained, documented solutions.