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Dynamic Filtering: Let the Model Program Its Own Search Filters

Anthropic’s Programmatic Tool Calling (PTC) lets models write code to control web search and filter results before they enter context, improving efficiency but remaining locked to a closed API. By extracting the core idea, dynamic filtering, and rebuilding it with the Tavily CLI as an open skill, the same pattern can run in any coding agent using Bash and Python.

Lakshya AgarwalBy Lakshya AgarwalApr 14, 2026
Dynamic Filtering: Let the Model Program Its Own Search Filters

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