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Self-evolving cognitive AI exoskeleton. 10+ frontier models, 245 consensus methods, governed autonomous agents. Automotive, medical, legal, accessibility. 9.3M LOC, 205K tests. Open-source multi-model orchestration platform.

13 starsJavaScript

PolyHelper – Self-evolving cognitive exoskeleton orchestrating 10 AIs

by PolyHelper·Jun 9, 2026·2 points·0 comments

AI Analysis

MidBold Bet

Self-evolving AI orchestration claims 9.3M LOC but only has 1 GitHub star.

Strengths
  • Three orchestration modes (convergent, divergent, artifact council) offer genuine flexibility.
  • Vendor-neutral routing across 10+ AI providers avoids lock-in.
  • Audit trail and governance features address real enterprise concerns.
Weaknesses
  • Self-evolving claims sound speculative without demonstrated mutation examples.
  • 9.3M LOC claim with 1 star raises questions about actual shipped substance.
Category
Target Audience

Teams needing multi-model AI consensus for high-stakes decisions

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LangChain · ComfyUI · n8n

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