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Why Your AI Agents Keep Calling the Wrong Tools (And How We Built Toolsmith to Fix Them)

This story is from 2026-09-13. It is preserved in the archive; the latest stories are on the live feed.

If you have built an autonomous AI agent using OpenAI, Claude, LangChain, or CrewAI, you have inevitably encountered this scenario: Your agent needs to look up a customer order. Instead of calling fetch_customer_order(order_id) , it calls search_database(query="order") . Or worse, it hallucinates a…

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  1. 2026-09-13 18:22 · DEV Community — AI
    Why Your AI Agents Keep Calling the Wrong Tools (And How We Built Toolsmith to Fix Them)

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