Orbi-t
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Orbit is an AI-powered software development orchestration platform that transforms ideas into working software while preserving project knowledge throughout the development lifecycle. The Problem AI coding agents are becoming increasingly powerful, but software development involves more than generating code. Requirements, architectural decisions, project context, and approvals are often scattered across tools. As projects evolve, this knowledge becomes fragmented, making it difficult for humans and AI agents to stay aligned. Our Solution Orbit brings product intent, project knowledge, AI planning, human oversight, and automated execution into one coordinated workflow. Using Meta's Muse AI models, Orbit enables developers to: - Describe their ideas: Enter requirements through text, use Muse Voice for speech transcription, or attach supporting documents. - Generate intelligent plans: Muse Spark analyzes requirements and generates structured work items, workflows, and dependencies. - Build shared project knowledge: Muse Spark examines connected GitHub repositories, supporting documents, and original intent to generate a versioned project context. - Maintain human control: Developers review and approve implementation plans and project context before AI agents act on them. - Execute with AI agents: Muse Code implements approved work items, creates GitHub pull requests, and provides CI verification evidence. - Continuously evolve project context: After pull requests are merged, Orbit automatically generates updated project knowledge for human review and approval, ensuring future agents work with the latest authorized context. What Makes Orbit Different Traditional AI coding assistants focus on generating code. Orbit coordinates the entire development process while preserving the reasoning, decisions, and knowledge behind the software. Every completed development cycle contributes to the project's evolving understanding, reducing context loss and enabling more consistent AI-assisted development. Our Vision A future where humans focus on what to build, AI agents coordinate how it gets built, and project knowledge evolves alongside the software. Orbit: From intent to implementation, without losing context.