Open AgentOps

What it does

Open AgentOps is an open-source CI/CD gate for AI agents. It scans existing agent repos, creates reviewable scenario YAML, runs agents safely with simulators and mutation policies, captures traces, compares baselines, and fails CI when behavior is unsafe or regresses.Open AgentOps is an open-source CI/CD gate for AI agents. Test existing agents before they mutate production.

Open AgentOps is an open-source CI/CD gate for AI agents. Test existing agents before they mutate production.

Test AI agents before they mutate production. Scan existing agents, run scenario YAML, simulate risky tools, capture traces, and fail CI when behavior is unsafe to ship. Once an agent can post messages, issue refunds, open tickets, page people, or email customers, the final answer is not enough. The release gate has to inspect what the agent tried to do. A polished final answer can hide a forbidden tool call, leaked secret, or false success claim. CI should know whether a tool is read-only, simulated, sandboxed, approval-gated, or blocked. Scenario YAML, traces, reports, and baselines make unsafe behavior visible before merge. The release was validated with real pull requests. Two safe…from reddywritescode.github.io

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