Agentic Reasoning Patterns — From ReAct to Hierarchical Planning in Production Systems

📰 Dev.to · Richard Dillon

Learn to implement agentic reasoning patterns in production systems, evolving from reactive to hierarchical planning

advanced Published 13 Jul 2026
Action Steps
  1. Implement ReAct, a basic reactive agent framework, to handle simple decision-making tasks
  2. Integrate hierarchical planning into the ReAct framework to enable more complex decision-making
  3. Apply agentic reasoning patterns to production systems to improve autonomy and efficiency
  4. Test and evaluate the performance of the implemented agentic reasoning patterns
  5. Configure and refine the system to handle edge cases and unexpected events
Who Needs to Know This

Software engineers and AI researchers on a team can benefit from understanding agentic reasoning patterns to improve production systems' decision-making and autonomy

Key Insight

💡 Agentic reasoning patterns can significantly improve the autonomy and decision-making capabilities of production systems

Share This
🤖 Evolve your production systems from reactive to hierarchical planning with agentic reasoning patterns! #AI #ProductionSystems

Key Takeaways

Learn to implement agentic reasoning patterns in production systems, evolving from reactive to hierarchical planning

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