I built a small audit layer for LLM-as-judge decisions

developer-tools / Show HN
38
SCORE

A lightweight SDK for adding an audit layer to LLM-as-judge decision systems. It provides claim memory graph functionality to track and verify judgments made by language models. The tool is designed for developers building evaluation pipelines that require transparency and traceability.

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Sources (1)

Show HN
https://news.ycombinator.com/item?id=48684369
2 PTS

Score Breakdown

Traction
raw 0.00 · weight 35%
0.0pts
Novelty
0 days old · weight 20%
20.0pts
Source diversity
1 source · weight 10%
3.3pts
AI quality
raw 42.00 · weight 35%
14.7pts

Addresses real need in LLM evaluation space, but zero traction signals and narrow niche limit demonstrated value and market validation.

Final Score38/100

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