Implement Predictive Maintenance Workflow

implementationChallengeNovember 25, 2025

Prompt Content

Implement the 'Predictive Maintenance Engineer' agent's workflow using CrewAI. This agent should monitor simulated sensor data, detect anomalies, diagnose potential equipment failures using Claude Opus 4.1's extended thinking, and then communicate with the 'Production Scheduler' via A2A protocol to recommend preemptive maintenance actions or schedule downtime. Ensure MCP tools are used to retrieve sensor history and update maintenance logs.

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