Class assistant — Claude on Amazon Bedrock, grounded in projectknowledge.md and the live logs
projectknowledge.md — served from S3, kept current as the deployment changes
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Agent reasoning log — every LLM prompt, tool call and decision, redacted
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CloudWatch Logs — Lambda execution logs, secrets stripped
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