Developer Tools●●Solid
Forge – decision logs and task graphs for AI coding assistants
Decision logs and task graphs bring engineering process to chaotic AI coding sessions.
Big BrainShip It
antoniokokoshka
212mo ago
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A persistent cognitive backend with belief graph and earned autonomy
0 starsPython
Patina, an AI that learns your judgment, not just your tasks
by andywidjaja·Jun 4, 2026·2 points·1 comment
AI Analysis
●MidBold BetShip It
Belief graph sounds novel but README is heavy on vision, light on how extraction actually works.
Strengths
- •Graduated autonomy levels (0-6) with approval/rejection feedback is a real architectural choice.
- •Belief contradiction detection across conversations could catch genuine inconsistencies.
- •Tiered LLM setup uses local models for extraction, frontier models for synthesis.
Weaknesses
- •Zero stars, zero forks — very early stage with no community validation yet.
- •Competes with Mem, Rewind, and dozens of personal AI assistants without clear differentiation.
Category
Target Audience
Knowledge workers wanting AI assistants that learn their decision patterns
Similar To
Mem · Rewind · Personal AI
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