Articles about Progressive Tools — exploring patterns, best practices, and real-world implementations in production systems.
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Growing and shrinking the tool set from inside a running turn.
From inside a tool you can call ctx.add_tools and ctx.remove_tools to reveal or hide tools on the next loop iteration, plus tool_choice to force a mandatory first call.
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.