This operating model combines the development method with a segmented DevOps coordination layer. The developer and local AI build the application inside the repo; Pubert creates the deployable operating context around that repo and can read it well enough to deploy, diagnose, and continue the work. The development method solves product-delivery drift through spec-driven, ratcheting, vertically sliced work verified three ways, while the broader process solves context loss, infrastructure improvisation, and delegation chaos around that work.
Maintain continuity of context, coordinate the operating environment, and preserve the decision trail so the repo can be deployed and diagnosed without reopening settled questions.
The gateway handles public routing and entry points. The subconscious side carries the heavier storage, graph memory, ingestion, and processing concerns.
Turn decisions into forward-only execution: scope the slice, lock the plan, verify the work, and prevent the repo from slipping back into improvisation.
You and your local AI work inside the repo to build the application itself. That is a separate concern from the deploy-and-diagnose role Pubert handles around the repo.
The system lowers operational chaos; it does not replace the person who chooses direction, approves tradeoffs, and audits the outcome.
Without a development method, teams drift into partial implementations, unverified features, and horizontal work that never becomes a shippable slice.
Without a continuity layer, every session starts by re-reading logs, reconstructing who matters, and rediscovering open tasks.
When storage, routing, permissions, and serving assumptions are decided mid-flight, application work inherits hidden instability.
If repo-building and deploy-and-diagnose work are mixed together without a boundary, each actor can solve the same problem differently and leave the repo harder to reason about.
Use the development method to pin work to a requirement and make the next change a ratcheted vertical slice.
Capture entities, tasks, and decisions so the system remembers more than the last conversation window.
Coordinate routing, storage, permissions, and infrastructure so the repo the developer is building can be deployed and diagnosed cleanly.
Use ADRs, manager notes, and explicit slice boundaries to close unresolved questions before delegation.
Let the developer and local AI build inside the repo, then verify the slice so Pubert can safely deploy, diagnose, and hand off the result.