From generating files to using tools: a code agent's ReAct loop
So far in this series, the agent generated the whole solution in a single call: you gave it the spec and the tests, and the model returned the entir…
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What an agent loop is (and isn't): state, action, stop
An agent loop is the cycle in which a language model decides an action, that action runs, and the result feeds back in as context for the next decis…
It’s Not an Agent Loop. It’s a Helix.
We keep talking about “agent loops.” Observe → Think → Act → Reflect → Repeat. The language is everywhere: papers, product demos, architecture diagr…
Design Trade-offs: Why Hermes (and Many Popular Agents) Don't Use LangChain / LangGraph
Note: The Hermes repo contains no explicit statement saying "we don't use LangChain because…". This article works on two levels: the industry-wide c…
Logic Apps Agent Loop + MCP: Two Bugs Worth Knowing About
I spent the long weekend pushing Logic Apps MCP server capabilities further than I had before — and hit two bugs worth documenting. Both are filed.…