Articles about CodeAct — exploring patterns, best practices, and real-world implementations in production systems.
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Letting the agent write and run one Python program instead of looping tool-by-tool.
CodeAct adds a single execute_code tool so the agent writes one sandboxed Python program calling tools via call_tool, wired through the Hyperlight provider with a fallback to direct tools.
All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.