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ReliaMesh

Open-source reliability infrastructure for AI agents. Privacy-first events, deterministic detection, and self-hostable operation.

ReliaMesh — AI Agent Reliability & Solana Verification | Product Demo

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  • Self-Hosted
  • Docker
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  • Karan-Sahu added ReliaMesh

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What is ReliaMesh?

ReliaMesh is an Apache-2.0 open-source reliability monitoring system for AI agents.

It helps developers detect application-level failures that traditional uptime monitoring may miss, including execution regressions following model or prompt changes.

Features include a Python SDK, self-hosted server, structured outcome reporting, deterministic failure-rate and performance regression detection, version tracking, and incident recovery monitoring.

ReliaMesh does not require storing prompts, model responses, or tool contents. It can run locally using SQLite or Docker, with no mandatory cloud account or blockchain dependency.

The project is currently at version 0.2.0 and includes reproducible synthetic regression demonstrations.

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