Developer Tools●●●Banger
Vinv-Ties every runtime trace to code segment, prevents reward hacking
Independent replay and hidden tests verify agent fixes, stopping reward hacking cold.
Big BrainSolve My ProblemWizardry
sohamac
301d ago
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GitHub Repository
Your agent says it's done. Vinv says prove it. Real traces + live code graph + closed-loop verify, served to your agent over MCP.
28 starsPython
VinvAI – Ties runtime trace to code segment, prevents reward hacking
by itsAnshul·Jul 24, 2026·2 points·0 comments
AI Analysis
●●●BangerBig BrainWizardry
Finally, a tool that forces AI agents to prove they didn't lie about the code working.
Strengths
- •Ties runtime traces directly to specific code segments for evidence-based verification.
- •Autonomous loop detects failures, dispatches fixes, and verifies without user clicks.
- •Solves the specific 'agent says done but tests fail' hallucination pattern.
Weaknesses
- •Requires installing a local engine and managing background services.
- •Niche audience limited to developers heavily relying on autonomous coding agents.
Category
Target Audience
Developers using AI coding agents like Cursor or Copilot
Similar To
Cursor · GitHub Copilot · Windsurf
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