AutonomLayer is a mission orchestration platform for macOS that turns rough ideas into structured, step-by-step plans executed autonomously inside Cursor or Codex. It keeps developers in control through checkpoint reviews, while a companion iOS app lets them monitor and steer missions remotely. The platform handles prompt engineering, context pacing, and built-in critique loops so long-running AI builds stay coherent and on track.
Funding
Funding not disclosed
Founders
Product
Problem
Developers using AI coding agents like Cursor or Codex often struggle to manage long-running, multi-step missions. Without structured oversight, these agents can drift off course, burn through context, and produce inconsistent results, requiring constant supervision and manual intervention.
Solution
AutonomLayer provides an orchestration layer for macOS that decomposes a rough idea into a durable execution graph with steps, dependencies, and verification criteria. It uses a native macOS agent to drive Cursor or Codex locally, executing each step while pacing context and pausing at approval gates for human review. The platform also includes built-in critique loops that stress-test outputs for missing tests, weak copy, or layout gaps before sending them back for revision. A companion iOS app acts as a remote command surface, allowing users to create, monitor, and steer missions from their phone while the Mac handles the heavy lifting.
Target Audience
Primary users are indie developers, founders, and small teams who build software with AI-assisted IDE workflows and need structured, hands-off execution of long-running missions.
Features
- Mission engine that decomposes intent into a durable execution graph with steps, dependencies, and resume state
- Native macOS automation that drives Cursor or Codex locally, with missions continuing in the background
- Checkpoint protocol that pauses execution at approval gates for diff review, redirection, or rejection
- Context pacing through prompt chunking and step boundaries to prevent context burnout on long missions
- Built-in critique loops that automatically flag missing tests, weak copy, layout gaps, and unfinished polish
- Mobile companion app for iOS with Easy and Developer modes, voice assistant (Mission Q), and project library