@joshualevi.ai: You can see what your agent produced. These seven show you what it actually did. 1. opik: full trace trees for multi-step agents with every tool call, plus LLM-as-a-judge scoring 2. deepeval: evals that read like unit tests, with metrics that can run on local models 3. phoenix: OpenTelemetry tracing, versioned datasets and a playground to replay a call against another prompt 4. inspect_ai: an evaluation framework created by the UK AI Security Institute, MIT licensed 5. giskard-oss: evals, red teaming and test generation, including multi-turn conversations 6. laminar: describe a behaviour in plain English, like an agent stuck in a loop, and get pinged when it happens 7. openllmetry: standard OpenTelemetry instrumentation, so traces land in the backend you already run Save this and score the agent you shipped last. What do you check before you let an agent run unattended? One word is enough. #claudecode #ai #opensource #github #coding

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Monday 05 October 2026 17:24:54 GMT