Ugyen_Tech

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  1. AI agents behave very differently from human users. A single agent task can trigger 50+ cascading API calls, retry failures, and recurse based on results. - Uncontrolled fan-out (one goal → 50 parallel requests) -…

  2. Building AI voice agents for old system on soap xml, kept hitting the same wall: APIs from 2003 don't understand 2025 AI. Built Hopeless to bridge 22 years of tech debt. Protocol translation + token optimization.