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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

Agent Engineering

A robot surrounded by icons of stop and different paths

Retries, Backoff, and Recovery Paths for Tool-Using Agents

AI Agent Engineering for Developers, The Agent LoopBy Sami27.05.2026Leave a comment

Reliable agents are not the ones that never fail. They are the ones that fail into the right path. Here is how to classify tool failures into retry, replan, user input, or hard stop, and why retry policy belongs at the tool boundary.

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A Robot surrounded by tools to choose from

Tool Calling Agents: How Models Turn Decisions Into Actions

AI Agent Engineering for Developers, The Agent LoopBy Sami13.05.2026Leave a comment

Tool use is where an agent stops generating text and starts affecting real systems. This article explains why tool design acts as both decision boundary and action contract, and how better schemas, validation, and tracing make tool calling agents more reliable.

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