macOS · Apple Silicon
Signed and notarized by Millenion AB — opens with no Gatekeeper warning. Apple Silicon (arm64); Intel builds below.
Intel Mac (x86_64) buildWrite code with an agent that can use saved decisions and constraints. Choose your model provider. Inspect what was kept. Carry the records forward.
Run locally on macOS, Windows 11, or Linux. The desktop body executes with standard user permissions on your own hardware.
Signed and notarized by Millenion AB — opens with no Gatekeeper warning. Apple Silicon (arm64); Intel builds below.
Intel Mac (x86_64) buildInstall through Windows App Installer. This route supports package updates; the Python harness has its own update path.
Direct MSIX downloadAppImage for glibc 2.35+ systems, such as Ubuntu 22.04+. Verify the download before making it executable and running it.
Compare the published checksum. On macOS, builds are Developer ID signed and notarized by Apple; on Windows, packages are EV-code-signed by Millenion AB. Verify cryptographic hashes before running on production machines.
Save a decision and its reason. Restart, ask why you made that choice, and inspect the source record. Then change a requirement and check which fact is current.
Retrieval can miss context. Changing models preserves records, not identical judgement. Evaluate the workflow before relying on it.
Follow one project decision →First run guides you through model configuration and permission consent on your machine. Memory remains local to your device.
Remote inference sends context to your chosen provider under its policies. A compatible local model handles inference on your hardware.
Project headings organize recall; they are not client security boundaries. Keep confidential work in separate installations with appropriate access controls.
The desktop shell and Python harness are distributed separately. Installing a raw MSIX or AppImage is not a promise that all automatic update checks are disabled.
The harness update path checks a manifest over HTTPS and verifies the downloaded payload’s SHA-256. A checksum identifies a file; it is not proof of safe behaviour or a reproducible build.
Experience an AI coding workspace that remembers yesterday’s decisions so you don’t have to re-explain them today.