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

Summary: Hopeless adapts legacy and modern backends for AI agents by grouping multi-step requests, controlling fan-out, and protecting backends from bursty traffic without requiring backend rewrites.

What it does

It groups multi-step agent requests and manages traffic to prevent backend overload, enabling AI agents to interact efficiently with existing backends.

Who it's for

Developers building AI agents or AI-powered products needing backend adaptation for autonomous agent calls.

Why it matters

It solves the mismatch between agent goal-oriented workflows and backend request-based designs, preventing backend failures from high-volume AI calls.