
An AI agent recommended the wrong subscription tier with full confidence, leaving a user on a worse plan. The logs showed no errors, retries, or anomalies. The author built observability into the pipeline to expose the agent's internal reasoning steps and prevent silent failures.
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4 Lines You Should Include in Your Claude Skill