Tool/function calling coordination and agent orchestration complexity

Configuring when, how, and in what order agents invoke tools is the top agent orchestration challenge (23.26% of issues). Developers struggle with disabling/sequencing parallel tool use to avoid conflicts and managing control flow in complex workflows.

Sources

• https://arxiv.org/html/2510.25423v1
• https://kanerika.com/blogs/ai-agent-challenges/
• https://cobusgreyling.substack.com/p/developer-pain-points-in-building
• https://www.uipath.com/blog/ai/common-challenges-deploying-ai-agents-and-solutions-why-orchestration

Collection History