The AI Agent Failure-Mode Playbook
12 ways AI agents silently break in production and the exact recovery logic to build for each before they cost you a customer.
AI agents do not fail loudly. They fail quietly, at 2am, while you are asleep, and you find out when a customer complains or a deal falls through. This playbook covers the 12 most common production failure modes, what causes each one, and the recovery logic you need to build in before you ship. Read it before you deploy. Your future self will be grateful.
- Failure Modes 1 to 3: Instruction and Context Breakdown
- Failure Modes 4 to 6: Data and Integration Failures
- Failure Modes 7 to 9: Action and Output Errors
- Failure Modes 10 to 12: Loop, Security, and Oversight Failures
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You do not have to do this yourself.
This resource hands you the volume. The strategy, the judgement, and the bit where it all connects is the work I do for clients: lead generation, ads, SEO, workflow automation, HubSpot, and the systems that make them compound. Done for you, consulting, coaching, or training.
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