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Automation Lab

Business process automation that survives contact with real operations.

Automation is a systems discipline, not a tool choice. Process mapping, error handling, idempotency, observability and hand-off design — illustrated across whichever tool fits the job.

Automation Lab

Automation That Survives Monday Morning

Most business automations break quietly within a month. Idempotency, error handling and observability are what separate a demo from a system.

IntermediateDifficulty: Intermediate2 min readPython · n8n · Power Automate