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INSIGHTS / AI CODING AGENTS

AI Coding Agents

What changes when a coding agent becomes part of everyday engineering work? This collection looks beyond access and generated output to the choices, retries, context, and verification around agent-assisted development.

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Start with how the tool is used

Adoption tells you who has access. The more useful questions are where agents help, where they create follow-up work, and how developers respond when the first answer is incomplete.

Read activity in context

Tokens, sessions, tool calls, and generated changes are useful observations. They become useful management evidence only when connected to the task, the workflow, and what happened afterward.

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