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Engineering notes

Updates on mission planning, IDE orchestration, and long-running AI development on macOS.

ProductJuly 5, 2026 · 4 min read

AutonomLayer now supports OpenAI Codex

Your IDE choice should not block structured missions. Pick Codex when you create a mission — AutonomLayer plans, paces, and executes step by step in OpenAI Codex on your Mac.

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ProductJune 29, 2026 · 6 min read

AutonomLayer for iOS: Your Mac builds. Your phone directs.

Software ideas do not wait for your desk. AutonomLayer for iPhone and iPad is coming soon — draft missions, sync plans to your Mac, and track progress on the go.

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ProductJune 27, 2026 · 5 min read

Hackathon mode: You have 48 hours. AutonomLayer has the plan.

Most hackathon teams lose on scope, not skill. Hackathon mode plans and executes for one outcome: a demo that runs, clicks through, and lands with judges.

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ProductJune 27, 2026 · 6 min read

Criticize AI: A code review before you plan the next change

Most AI tools jump from prompt to diff. On real repos, you need a structured review of what you already built — saved in the project — before you commit to a plan.

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ProductJune 27, 2026 · 4 min read

Auto Pipeline: After Criticize, the rest runs on its own

Updating an existing project should not stall after criticism. Turn on Auto Pipeline and let AutonomLayer chain summary, plan, and launch — while momentum is still there.

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AutonomLayer

Mission orchestration for macOS. Structured AI work in Cursor or Codex.

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