{"repo":"sreerevanth/AgentWatch","free":true,"listed":false,"github":"https://github.com/sreerevanth/AgentWatch","clone":"git clone https://github.com/sreerevanth/AgentWatch.git","description":"AgentWatch — Real-time reasoning auditor and observability platform for AI agents. Catches silent failures in your agent's reasoning chain before they execute — not after they break production.","language":"Python","stars":31,"topics":["ai-agents","nsoc-2026","python","fastapi","nextjs","observability","open-source","open-telemetry","postgresql","edulinkup"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"AgentWatch AI agents are prone to silent failures, hallucinated tool parameters, and unintended side effects. AgentWatch acts as an active, pre-execution guardrail — auditing reasoning and blocking risky actions before they hit your production stack. One command. Every failure caught. Before it runs. Quick Start · How It Works · Architecture · Frameworks · Discord · Contribute --- The Problem Nobody Is Solving 1 in 20 AI agent requests fail silently in production. Current observability tools — Langfuse, Phoenix, Datadog — tell you what happened after it happened. By then the damage is done. The real problem: an agent that confidently fails is indistinguishable from an agent that correctly succeeds — unless you have a layer watching the reasoning , not just the output. That layer didn't exist. Until now. The cost of silent failure --- --- 1 in 20 agent requests fail silently 40% of enterprise AI projects cancelled by 2027 (Gartner) 76% of agent deployments fail within 90 days --- 💡 How It Works AgentWatch sits between your agent and the world , intercepting every action before it executes. The key insight: an agent scoring its own reasoning is structurally biased toward overconfidence. It almost always thinks it did well — even when it didn't. AgentWatch deploys a second model , architecturally separate, with no access to the agent's own reasoning trace. Its only job: find failure before the next action fires. --- 📸 Screenshots Pre-execution blocking, not post-hoc logging. A","default_branch":null,"files":null,"tree":[],"storefront":"/r/sreerevanth","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/sreerevanth/AgentWatch/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}