An AI-powered governance layer that catches architectural debt before it ships.
AI tools excel at generating convincing structure—layouts, logic, and interfaces. But they simply guess at the long-term demands of production.
The result isn't broken software. It's systems that look perfect on the surface, while quietly accumulating structural risk underneath.
Toggle the X-Ray to see inside.
The layer between AI output and production reality.
A repeatable system for turning AI output into production-grade software.
Strict Mode scans your repo on install and flags architectural violations before you write a single line.
Structural violations surface in real time, ranked by severity and traced to the exact line. Every one erodes trust in the system until resolved.
Before any refactor runs, Strict Mode maps the blast radius across your codebase. Nothing changes until it passes every gate.
Verified files are written to a .strict-mode.json lockfile — a cryptographically enforced source of truth. Any regression is flagged automatically on the next scan.
Strict Mode validates the structural signals that matter before a single line enters the main branch. AI creates the structure; Strict Mode ensures the stability.
Strict Mode maps every state transition to strict, deterministic schemas. This prevents logic leaks where AI-generated components fail.
Implementation of robust error boundaries and fallback states. Strict Mode builds for the 1% failure paths that standard AI typically ignores.
Layouts are stress-tested against extreme data variations and localized text expansion to ensure structural integrity.
Automated and manual vetting of ARIA landmarks and keyboard navigation. Production code is inclusive by design.
Hard constraints on bundle size and render cycles. Strict Mode audits the dependency tree to prevent AI bloat from compromising your metrics.
Optimizes for clarity and removal over complexity, shipping modular architecture that scales without accumulating technical debt.
Pixel-perfect comparison against your design tokens. Every deployment is vetted to ensure zero visual or functional drift.
This is the Strict Mode Console. It installs into your development environment as an NPM package and runs continuously alongside your work.
Join waitlist for NPM package →
Drop two commands into your pipeline. Any PR that regresses a verified file fails the build automatically.
No more pre-merge anxiety. No more "it worked in dev." Strict Mode turns architectural discipline into a system property — not a team habit.
Zero regressions since lockfile enforced
All contracts passing
Build verified — 0.00px drift
Merge approved
Team and enterprise tiers announced at launch. Join the waitlist for early access and be first to know.