Stop Scrolling Your Agent's Logs. Debug It Like a Program.

📰 Dev.to · Penloom Studio

Learn to debug coding agents like programs with a 3-step workflow

intermediate Published 4 Jul 2026
Action Steps
  1. Reproduce agent runs as program executions to identify issues
  2. Trace agent runs to understand the flow of execution and pinpoint problems
  3. Write checks that can fail to validate agent behavior and catch errors
Who Needs to Know This

Developers and DevOps teams can benefit from this approach to debugging coding agents, making their workflow more efficient and reliable

Key Insight

💡 Treat agent runs as program executions to improve debugging efficiency

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💡 Debug coding agents like programs with reproduce, trace, and check

Key Takeaways

Learn to debug coding agents like programs with a 3-step workflow

Full Article

Agent runs are program executions. Reproduce them, trace them, and write checks that can actually fail - a practical 3-step workflow for debugging coding agents.
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