概要
Building an agent pipeline for a client, things kept breaking in ways I couldn't explain, wrong tools called, silent loops, results contradicting the agent's own output. Every framework I tried responded the same: retry from scratch or give up. No concept of why it failed.
That gap is what triage solves. It classifies agent failures by inspecting the recorded trajectory and returns one of 9 typed causes, WRONG_TOOL_CALLED, LOOP_DETECTED, SCHEMA_MISMATCH, EXTERNAL_FAULT, and more, then routes each to the right recovery: retry, replan, rollback to a checkpoint, or escalate to a human.
Attendees leave with a failure taxonomy they can apply immediately and a library they can drop into any async Python agent with a single wrapper.
スピーカーについて
Cyrus Mante
Cyrus Mante is an AI Software Developer at Cambridge University Press & Assessment, where he designs and builds Generative AI solutions to streamline workflows, automate repetitive processes, and improve operational efficiency at scale. He works as part of the AI Centre of Excellence, collaborating with cross-functional teams to deliver secure, production-ready AI systems.
Outside of his day-to-day work, Cyrus enjoys supporting the tech ecosystem through volunteering, community leadership, and speaking engagements, regularly sharing practical insights on AI and modern software development at local and international events.