the-open-engine/zeroshot

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zeroshot

A multi-agent orchestration framework for autonomous software development.

zeroshot.sh · Discord · Docs · Blog

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Single agents have a reliability ceiling. As context grows and complexity compounds, requirements get buried, assumptions go unchallenged, and shortcuts start to accumulate. The agent will optimize for completion and lose track of what correctness requires.

Independent, adversarial review fixes that. A reviewer starts with fresh context and looks for reasons the work should fail. Rejection turns those failures into concrete repair tasks. Each revision faces renewed scrutiny, allowing the system to recover from mistakes that would otherwise survive all the way to “done.”

zeroshot is a multi-agent framework built around this cycle. Define your graph topology, choose your agents and models, and make independent approval a requirement for delivery. The engine enforces the process.

Build your own graph

An example graph: independent reviews, end-to-end testing, and CI must pass before merge.

                           ┌─────────────────┐
                           │       Goal      │
                           └────────┬────────┘
                                    ▼
┌───────────────┐          ┌───────────