What Nobody's Telling You About AI Agents and Team Development
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A Rails consultancy shares their real-world experience integrating AI coding agents into client projects. Key insights: fully automated pipelines are risky on mature, complex codebases; agents require deliberate context-building around team conventions; code review must become more rigorous (test coverage, edge cases, UI verification); and developers remain fully accountable for agent-generated output. The async prompt-and-review cycle is real but far from passive — someone is always steering.
Table of contents
We're still guiding the tools a lotWhat actually changed in code reviewThe accountability questionThe honest answer145 Impressions