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  • Home
  • About
  • Blog
    • The Pragmatic Programmer Series
    • E-Learning Standards
      • AICC
      • SCORM 1.2
      • SCORM 2004
      • xAPI
    • AI Agent Engineering for Developers
      • The Agent Loop

01.07.2026

Futuristic AI operations scene showing a robot under pressure at the center of a glowing control environment, surrounded by interconnected panels displaying broken workflows, failed tool calls, degraded performance metrics, system outages, data failures, bugs, and warning indicators. Neon purple, blue, and cyan data paths connect the failures, illustrating the complexity of diagnosing and anticipating production failure modes in AI agent systems.

Production Failure Modes in AI Agents and How to Anticipate Them

AI Agent Engineering for Developers, The Agent LoopBy Sami01.07.2026Leave a comment

AI agents usually do not fail with a dramatic crash. They fail quietly through wrong tool calls, invalid arguments, retry storms, looping behavior, and weak recovery. This article explains where the agent loop breaks and how to design traces, guardrails, limits, checkpointing, idempotency, and evals that catch incidents before users do.

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