What Is LangGraph? Graphs, State, and Serious Agent Control Flow
There comes a moment in every agent builder’s life when the simple loop breaks. Your agent needs to branch: if the search finds nothing, try a…
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There comes a moment in every agent builder’s life when the simple loop breaks. Your agent needs to branch: if the search finds nothing, try a…
“Do you remember me?” It’s the first thing people ask a returning AI, and the answer reveals one of the most misunderstood aspects of…
A language model, left to itself, is a brilliant prisoner. It knows a staggering amount, but it can’t check a fact, can’t run a…
Every few months, a headline announces that an AI model “scores X% on SWE-bench,” and everyone nods as if that’s meaningful. I used to…
The agent world has split into two camps. One says: build the best single agent you can — focused, reliable, deeply evaluated. The other…
A few years ago, someone discovered that you could take control of an AI customer-service agent by hiding instructions in a product review on…
There’s a seductive idea floating around AI circles: that one superintelligent agent will do everything. I find the opposite idea more interesting — and…
LangChain agents are AI systems built with the LangChain framework that don’t just generate text — they reason through problems step by step, pick…
The best way to understand AI agents is to build one. Not a framework, not a platform — a raw, minimal agent, maybe fifty…
Before the summer of 2023, getting a language model to use a tool was an exercise in creative begging. You’d describe your API in…
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