When your AI-built app has three different sources of truth
Many ?random bugs? are really authority conflicts: the interface, the database, and the AI instructions each believe they own the same decision.
By Driftbreak
In this guide
What source of truth means in plain English
A source of truth is the place the product trusts when two parts of the system disagree. If the UI says a case is ready, the database says it is blocked, and a prompt says to continue anyway, the app does not have one governing answer.
Where the disagreement usually appears
AI-built products often spread one decision across multiple surfaces. Each surface can look reasonable alone while the whole product becomes unpredictable.
- The UI presents a state that no trusted record owns.
- A database record is updated by more than one competing write path.
- A prompt quietly changes a rule that the product already treats as fixed.
- A background job advances work without the same authority checks as the user flow.
How to find the governing answer
Start with the decision, not the folder tree. Name what must remain true, list every surface that can change it, and decide which record or workflow has the authority to speak for the product. Everything else becomes a projection, proposal, or implementation detail.
Preserve, rebuild, or defer
A trustworthy recovery does not treat the entire codebase as sacred or disposable. It preserves what still carries the right product behavior, rebuilds what cannot be trusted, and defers features that would widen the first working version before its center is stable.
Continue with the relevant evidence
Follow the relevant product decision, implementation guide, or approved case evidence.
How AI-built apps drift out of shape
AI-built apps rarely fail because one prompt was bad. They fail because product truth, code truth, and the build workflow split apart.
Read nextGuideHow to continue a messy Cursor or Claude Code project without starting over
The safest next move is rarely another feature. First separate what still carries product truth from what only carries implementation noise.
Read nextCase studyHow DeskSnap Recovered Its Product Architecture
DeskSnap already had working functionality, but new features repeatedly interfered with existing systems because the product lacked one governing architecture.
Read nextNext step
Start with your idea, existing build, or intended change. Driftbreak helps resolve the decisions and turn the confirmed direction into architecture and implementation material.
See how Driftbreak works
Understand the route from an idea or an existing product to a confirmed direction and connected package.
See the package structure
Review what the architecture, blueprint, workflow, and coding sessions actually look like.
Open Driftbreak
Start a case once you want the bounded architecture and implementation handoff for your own app.