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AILLMtools

LLM Tool Calling for Internal Assistants: Design Choices

How to give an internal AI assistant tools — reading workspace data with the user's permissions, formatting results for the model, native function calling vs a routing step, limits on how many tools run, and answers that stay inside the data.

Sep 24, 2026 6 min read
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AIagentsUX

AI Agent Actions with Human Confirmation: A Design Pattern

How to let an AI assistant take real actions — create tasks, request leave, book meetings — safely: propose with structured fields, show an editable confirmation card, execute the confirmed values through existing server code, and report the result.

Sep 24, 2026 6 min read
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