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Agent Observability and Workflow Monitoring

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Linked challenge: AI Media Trend Analyzer with LlamaIndex Agents and Llama 3.3 70B

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Linked challenge
AI Media Trend Analyzer with LlamaIndex Agents and Llama 3.3 70B

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Integrate Agency (Observability) into your LlamaIndex agent system. Demonstrate how to configure tracing for agent steps, tool calls, and inter-agent communication. Provide Python code snippets for initializing Agency, sending relevant events, and setting up dashboards to monitor agent performance and identify bottlenecks or errors during the media analysis process. Show how Kira could be referenced for simulating monetization metrics.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Preserve the rubric, target behavior, and pass-fail criteria as the baseline for evaluation.

Tune next

Adjust fixtures, mocks, and thresholds to the system under test instead of weakening the assertions.

Verify after

Make sure the prompt catches regressions instead of just mirroring the happy-path examples.