AI-Assisted Dev Workflows

Giving AI Persistent Project Knowledge · ~3 min

From Vague Asks to Precise Specifications · ~3 min

How Repo Structure Affects AI Effectiveness · ~3 min

Tests, Linters, and the Writer/Reviewer Pattern · ~3 min

Parallel Work, Automation, and Fan-Out · ~3 min

The patterns that keep long-horizon work coherent — ACE-FCA, session handoffs, and diagnosing context-vs-model failures · ~4 min