AI Agents Hit a Token Wall // AIDRAN

The fintech team whose LangChain agents looped for eleven days is an extreme case, but it is extreme in degree, not in kind. The structural problem it illustrates — that autonomous agents operate on a cost model never designed for them — applies to every team that has estimated agent spend using chatbot math and then watched the actual invoice arrive. The developer asking about persistent-context tools on r/ClaudeAI ^[14] was asking a very specific version of a very general question: how do you make the economics of agent autonomy…

The Token Wall AI Agents Keep Hitting Before Anyone Gets Paid

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