Messy AI-built app
The app exists, but every new prompt feels like it may break the product further.
Stop the drift. Recover the product.
Driftbreak reconstructs the product you were trying to build, exposes the hidden contradictions, helps you lock a trustworthy product direction, then turns that truth into an implementation package your coding agent can follow.
Free intake. No card. See the locked case summary before any quote.
Use it when the next prompt feels dangerous.
Unclear product direction
Whether you are starting fresh or repairing what exists, the version worth building is buried under features, guesses, or conflicting directions.
Decision drift
There are parallel sources of truth, hidden actors, unclear records, or future lanes pretending to be MVP scope.
The value is the catch before the package.
It is not trying to make your idea sound better. It is trying to make the product true enough that a coding agent can stop drifting.
Separates intent from accumulated features.
The Case Room does not assume every current feature belongs in the first release.
Catches hidden product shape.
A small MVP may actually contain multiple actors, permissions, ledgers, or marketplaces.
Locks authority.
Driftbreak exposes which records, decisions, and workflows need authority, then locks the builder-confirmed source of truth before implementation begins.
Preserve, replace, defer.
Useful pieces stay visible, broken authority gets replaced, and future lanes stop poisoning the current build.
A real recovery boundary
Anonymized recovery-case excerpt. Case locked and package generated. Implementation outcome not yet verified.
Live operation and recorded review belonged in the same first version.
They required different reliability rules, interfaces, and implementation paths.
Recorded review first, one supported environment, and a manually correctable event ledger as session truth.
Live operation, dynamic layout detection, and automatic retraining.
Only after those decisions were confirmed could Driftbreak generate a trustworthy implementation package.
Built first for existing apps that have drifted.
Existing AI-built app recovery: restore product truth before the next build session.
New builds are supported when a trustworthy product direction needs to be formed before code begins.
Driftbreak is not a generic spec generator or a prettier planning chat.
Six stages. One bounded build path.
Describe the app, the drift, and what you were trying to build. No card required.
Driftbreak reconstructs intent, catches contradictions, and locks the builder-confirmed product direction.
Pay only after the recovery boundary and implementation handoff are clear.
A 30-90 minute backend run generates the architecture, blueprint, adaptive campaign, and AI implementation sessions.
Receive the five-file recovery and implementation package.
Hand the package to Codex, Cursor, Claude, or a developer with a stable operating boundary.
What you walk away with
A five-file recovery and implementation package built for decision, execution, and handoff.
Read first, understand the handoff, or jump straight into the leader/executor flow.
The governing product structure, objects, workflows, authority boundaries, and scope horizon.
Modules, records, write paths, interfaces, jobs, validation, security, and recovery behavior.
Campaign 0 sets up the selected operating environment; later campaigns pursue case-specific outcomes with proof gates and replan triggers.
Leader, executor, and single-agent prompts that bind the campaign to repository reality and builder decisions.
Sharp, but honest.
Summary before payment.
The diagnostic intake and locked case summary happen before a paid run.
Builder-confirmed authority.
You decide which behavior becomes official. Driftbreak records that decision so future coding sessions cannot quietly replace it.
Evidence stays labeled.
Repo audits, screenshots, pasted notes, and reported claims are not treated as the same kind of proof.
Honest where proof is thin.
Reported evidence can support a quote while current-code truth stays limited until artifacts prove it.
One-time payment boundary.
Pay only after you have reviewed and confirmed the recovery boundary.
Private by default.
Your case is not public. Submitted material is used to process your recovery and remains tied to your account and workspace.
No blind rewrite. No fabricated proof. No fake certainty theater.
Field notes and failure patterns
Recovery explanations and early case reads for builders whose apps have started to drift.
Why AI-built apps drift
The failure pattern behind overlapping objects, unstable write paths, and unsafe follow-up prompts.
DeskSnap recovery case
How a working desktop app moved from conflicting features to one controlled recovery and implementation plan.
Recover a Cursor-built app
How to separate preserve-worthy product truth from noisy implementation drift.
Free diagnostic intake. Case-based quote.
Start the Case Room without a card. You see the locked recovery summary first, then decide whether to authorize the paid recovery-to-implementation package.
- No card for intake or locked summary
- One-time quote before a paid run
- Early recovery cohort: five qualified cases at $20 one time
- Existing app required; participants must use the package within seven days and provide direct implementation feedback
- Narrow personal recoveries are priced differently from business-critical rebuilds
- Five-file recovery and implementation package
- A package your coding agent can use to resume implementation without reopening the product from scratch