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Doing a LLM Observability walkthrough using Opik by Comet! (Open-source, production-grade) šŖšµš®š š ššµš¼š š¶š» ššµš² šš¶š±š²š¼: ā Full trace logging for every call ā Cost tracking across workflows ā Latency monitoring per query ā Error detection with full context ā Multi-step agent visualization Also walking through Agent Optimizer to: šššš¼-š¼š½šš¶šŗš¶šš² š½šæš¼šŗš½šš š³šæš¼šŗ š½šæš¼š± š±š®šš® Logging tells you what broke. Auto-optimization fixes it. ā Analyze agent failures in production ā Generate improved prompts automatically ā Test against your eval dataset ā Deploy without manual engineering Result: 150+% performance boost documented.