Developer Tools / Code Assistant

Open Bias

Open Bias is an open-source reliability harness for LLM apps and agents that enforces rules at runtime. It sits between your app and an LLM provider, using RULES.md policies to trace, block, or fix off-policy behavior.

Clear28/30
Useful28/30
Specific18/20
Complete16/20
Open Bias screenshot

Why it was accepted

The page clearly presents a real AI developer tool with a specific job: enforcing agent rules at runtime. The README shows what it does, how it works, and how to get started with pip install and a proxy-based quickstart. It also explains concrete use cases like pricing control, identity checks, and workflow enforcement, which makes it useful for a public directory listing.

Weakness

The snapshot does not show the full API surface, supported providers beyond OpenAI/Anthropic/Gemini examples, or any production adoption details such as benchmarks, release status, or maintenance cadence.

Review status

27 days ago #20 ↑ +74

Last evaluated 27 days ago. Current rank #20. Up 74 spots in the rankings.

Score history

8486848389888790

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