Show HN: LoopVera – evidence ledger for pipeline debugging (no code yet)

Category: devtools

Tags: pipeline-debugging, vision-pipeline, evidence-ledger

Score: 4.8/10 (Innovation: 7, Technical: 2, Documentation: 7, Utility: 3)

LoopVera is a vision pipeline debugging tool that aims to bring industrial-grade runtime debugging, including tweak-and-rerun and cross-run diffing, to open-source vision stacks. It is interesting for its novel runtime evidence ledger concept designed for both human and AI agent workflows, but the project currently has no code and exists only as a vision and design document.

Target audience: computer-vision engineers, ai-agent developers, pipeline-debugging engineers

Repository: https://github.com/Proofrun/LoopVera · MIT

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