What an AI Session Can Teach the Next One
- 846 words
- 4 min read
AI-assisted work becomes more useful when teams turn repeated discoveries, corrections, and failures into better shared context, checks, and workflows.
AI-assisted work becomes more useful when teams turn repeated discoveries, corrections, and failures into better shared context, checks, and workflows.
Instead of reviewing every line an AI agent produces, design the environment — specs, tests, checks, and feedback loops — so good outcomes emerge reliably.
Good architecture often starts with understanding the system you already have; how requests flow, where dependencies are, and why things ended up the way they are.