Intent Is All You Need
What if AI could do things, not just explain them? The gap between describing intent and taking action is narrower than it appears.
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Tag: architecture
10 posts
You Hold the Keys
We manage the vault. You hold the only key. Why we built credential protection around mutual interest.
A Narrow Waist for AI Connectivity
Observable. Manageable. Auditable. Universal. The governance layer AI agents need.
Why a Platform, Not a Library
The world has too many platforms. You shouldn't build one just because you can.
Why We Built Toolcog
The story behind Toolcog—and why it had to be a service, not a library.
Scaling the Number of Tools
The tool-count vs. reliability tradeoff only applies to static registration. Dynamic discovery changes everything.
Making Tools Discoverable
AI for AI: using models to predict how other models will search.
A Universal API Bridge
The milestone where success became a possible outcome.
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.