feat: add lda report workflow example
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# Evaluation Findings
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Evidence:
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- Automated tests cover core runtime, artifacts, deployments, CLI, JSON-RPC,
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source providers, and examples.
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- A 36-trial audited agent challenge campaign evaluated the product-facing CLI
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under bounded conditions.
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- Manual audit flags separate product-surface success from source-code or prior
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answer reads.
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Limitations:
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- Agent challenge runs are operational evidence, not a controlled model study.
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- The campaign used small sample sizes and changing prototype snapshots.
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- The prototype does not claim production security, scheduling, RBAC, or a
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general autonomous planning algorithm.
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