Continuum
Three planes

Architecture

Judgment concentrates at the top, where the person is. Each plane hands the next something more executable than it was given. State is a file, not a claim.

Architecture

Three planes. State is a file, not a claim.

There is no database in any of this. Work state is YAML and markdown in a directory tree, kept in git, deliberately separated from the source it acts on. That separation is what lets one task outlive a branch, a worktree, a machine, and the vendor of the model underneath.

you intent in · judgment out CONTEXT PLANE intake · refinery · instrument: demand becomes executable briefs briefs, executable ORCHESTRATION PLANE queue · runner · gates: WIP limits, gated modes, cost per session sessions, disposable SUBSTRATE a laptop, a node, a rented GPU: places where execution happens each plane hands the next something more executable than it was given

The filesystem is the schema

The path on disk is the structure: initiative, milestone, task. No metadata store holds it together, so anything that can read a directory can verify progress, including you.

Model-agnostic by construction

Capability improves monotonically; discipline oscillates per release. Modes, gates and per-model strictness insulate the workflow from vendor variance, and the whole thing rides the subscription you already pay for. No API-key metering.

Nothing to stand up

No server, no account, no second system with its own opinion about what is true. The desktop app is a supervisor's view of exactly the files the tools write.