OPEN LINK ↗
// 45d agoOPENSOURCE RELEASE
Open Bias enforces rules at runtime
OpenBias is an open-source agent alignment proxy that converts markdown-based system prompts into strict runtime constraints. By intercepting LLM traffic, it prevents "instruction drift" and ensures business logic compliance across any provider.
// ANALYSIS
LLMs are notoriously bad at following complex negative constraints, making OpenBias a critical "trust layer" for production agents.
- –Moves alignment from probabilistic prompting to deterministic runtime enforcement
- –RULES.md approach allows non-technical stakeholders to audit agent behavior via Git
- –Asynchronous "Judge" model minimizes latency impact while maintaining oversight
- –Provider-agnostic design makes it a drop-in solution for LangGraph, CrewAI, or custom stacks
- –Essential for regulated industries where "mostly compliant" is a failure
// TAGS
open-biasagentllmsafetyinfrastructureopen-sourceprompt-engineering
DISCOVERED
45d ago
2026-04-26
PUBLISHED
45d ago
2026-04-25
RELEVANCE
8/ 10
AUTHOR
Chinmay101202