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⚠️ The PyAutoScientist docs are at a very early stage of writing — obviously entirely AI-generated, and will be improved upon significantly moving forward. Even so, they should already be good enough to get the idea behind PyAutoScientist, and the AI-development workflow it enables is now thoroughly tested, with months of development behind it.
PyAutoScientist
PyAutoScientist
  • The organism
  • Conductors and faculties
  • The development workflow

The organs

  • Brain — PyAutoBrain
  • Mind — PyAutoMind
  • Cortex — PyAutoCortex
  • Memory — PyAutoMemory
  • Eyes — PyAutoEyes
  • Ears — PyAutoEars
  • Heart — PyAutoHeart
  • Hands — PyAutoHands
  • Pulse — PyAutoPulse
  • Insight — PyAutoInsight
  • Gut — PyAutoGut

Adopting it

  • The category contract
  • Adopting PyAutoScientist
  • The declared config surfaces
  • Shared organism standards
  • Responsive board sizing
  • Shared board navigation
  • Dashboard orchestration panel
  • The worked example: the live lensing instance
  • Agent failure modes — the validated catalogue and structural mitigations
  • Measuring Codex workflow usage
  • Agent architecture and command reference
  • Context efficiency after grouped workspace migration
  • Agent harness support and bounded Codex smoke
  • Repository locations
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Copyright © 2026, James Nightingale
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Last updated on Oct 11, 2026