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Token Budget Exhaustion Cascades in Long Agent Sessions : Deterministic Replay and Debuggability of Agent Runs
TypeScriptOpenAI APIZodbetter-sqlite3
Problem Breakdown
The engineering gap is non-determinism without observability: agent runs involve stochastic model outputs, concurrent tool calls, and time-dependent data, and when a run fails, the team cannot reproduce it : debugging becomes archaeology over incomplete logs. Agent sessions have hard token ceilings (cost and context);…
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