Beyond Static Endpoints: Tool Programs as an Interface for Flexible Agentic Web Services

📰 ArXiv cs.AI

Learn how ToolPro enables flexible agentic web services by representing tool intent as executable programs, improving long-horizon workflows

advanced Published 19 Jun 2026
Action Steps
  1. Build a ToolPro program to encode multi-step service interactions
  2. Configure constraint-guided programming to ensure explicit effect types
  3. Run ToolPro with LLM-based agents to invoke web services
  4. Test the flexibility of ToolPro in handling loops, conditionals, joins, and retries
  5. Apply ToolPro to real-world scenarios to improve long-horizon workflows
Who Needs to Know This

AI engineers and researchers can benefit from ToolPro to create more efficient and flexible web services, while software engineers can utilize it to improve the integration of LLM-based agents with web services

Key Insight

💡 Executable tool programs can compactly encode complex service interactions, making them more efficient and flexible

Share This
💡 ToolPro revolutionizes agentic web services with executable tool programs!

Key Takeaways

Learn how ToolPro enables flexible agentic web services by representing tool intent as executable programs, improving long-horizon workflows

Read full paper → ← Back to Reads

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