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https://t.co/7xQOYbt3R7

Source
x.com
Author
LangChain
Date
Why it matters

A concrete read-autonomous, write-gated design: cheap deterministic collection before any model call, narrow subagents instead of one omniscient prompt, and human approval enforced structurally and again in cluster RBAC.

Terms in this piece · Glossary
  • AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
  • token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
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