Swain

A decision-capture system for solo developers working with AI coding agents

Latest Posts

• Specs Steer Humans. Tests Constrain Agents.

  Apr 8, 2026

  730 commits taught me that artifact hierarchies can't keep AI agents aligned. Tests can.

• Why Swain Exists

  Mar 8, 2026

  AI agents ship code fast. Swain ensures they ship what actually matters.