Hopeless - Built-in observability
Monitor, optimize, and control your AI requests in 2 lines
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Ugyen Dendup

Hopeless - Agent-native layer that makes any backend AI-ready

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Most Backend were designed for humans clicking buttons not autonomous agents making thousands of calls.Hopeless adapts legacy and modern Backend for AI use by grouping multi-step agent requests, controlling fan-out, and protecting backends from bursty traffic without rewriting your backend.

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Ugyen Dendup
Maker
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Hey Product Hunt.. I’m the Ugyen, co-founder of Hopeless. I built Hopeless after repeatedly running into the same issue while building AI agents: agents think in goals, but backends works on request so Hopeless api close this mismatch gap by grouping multi-step agent requests, controlling fan-out, and protecting backends from bursty traffic without rewriting your backend. Would love feedback from anyone building agents or AI-powered products. Happy to answer questions.. :)
Yigzin
Maker

Enterprise systems and bloated backend apis have long held us back from building meaningful ai systems. We all wanted to create the future now we are offering the tools for you ;)