Scaling the Number of Tools
The tool-count vs. reliability tradeoff only applies to static registration. Dynamic discovery changes everything.
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Tag: llm
7 posts
Making Tools Discoverable
AI for AI: using models to predict how other models will search.
When There's Nothing to Embed
RAG assumes documents exist. For tool discovery, they don't—until you create them.
TypeScript Types for LLM Tools
LLMs understand TypeScript better than JSON Schema. Here's how we exploit that for better API execution.
Tools as Data, Not Code
Why retrieval-based AI tool use requires treating tools as data, not code—and what that makes possible.
The Future of Tool Use
Where AI agents are heading—and the infrastructure they'll need to get there.
Interface Synthesis
How we bridge the gap between what LLMs generate and what APIs require.