Every time we've given an LLM a tool, we have followed the same process — write a JSON schema, write the dispatch logic, handle the result format. It works, but every model has its own format. OpenAI expects one thing, Anthropic another, Ollama another. If you want to share a tool across multiple models or clients, you're writing the same glue...
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