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Agentic coding guides for developers who ship with AI

Guide · AI agent codebase onboarding

AI agent codebase onboarding

Give an AI coding agent the right codebase context before it edits files: architecture, rules, commands, risks and examples.

Quick answer

AI agent codebase onboarding should teach the agent where the architecture lives, which commands prove changes and which files or operations are sensitive.

Context package

Include project instructions, folder boundaries, domain rules, examples of good local code, test commands, deployment constraints and forbidden shortcuts.

Success signal

The agent is onboarded when it can explain the likely edit path before changing files and choose a verification command after the edit.

FAQ

Should onboarding happen before every task?

The agent should at least read the project instructions and nearby code before every task. Deeper onboarding is useful for broad or risky changes.

Prepare agent context