AppAssessment
Confidence assessment layer
Sample-backed report previews surface detected signals and evidence gaps. Designed to help you decide what needs review before any code changes.
AI Code Confidence Infrastructure
SaaS Factory
A sample-backed, proof-driven confidence pipeline for AI-generated code. Assess, decide, rescue, monitor — each stage gated, each action blocked until evidence supports it.
View AppAssessment previewThe confidence loop
Assess → Decide → Rescue → Monitor
Every stage is gated. Action is held until evidence supports it. Presence of a signal is not proof of behavior. Missing evidence stays marked for review.
What SaaS Factory provides
AppRescue
Repair planning path
Blocked by design until pre-route gates are satisfied. When evidence supports it, AppRescue provides a planning path for targeted code repair — never auto-executed.
AppGuardian
Monitoring direction
A monitoring recommendation direction designed to surface regression-prevention signals. Held until evidence supports action. No background process is running.
See a sample report preview
A composed sample report preview shows what a future AppAssessment report could look like — covering free report teaser, paid report evidence depth, AppRescue handoff relationship, and AppGuardian monitoring direction. Sample-backed and read-only. Not a customer report. Not exportable. Customer output remains blocked.
View sample report preview →Built your app with AI?
AppAssessment by SaaS Factory offers an early, manual review path for AI-built GitHub repositories. It helps organize point-in-time source context, evidence gaps, and questions for manual review.
Visiting the beta page does not connect GitHub, verify repository ownership or access, submit a repository, or start an assessment. Sign-in and repository intake are separate steps.
Read about the GitHub-first AppAssessment beta →Engine proof status
What has been verified on the current baseline
Typecheck verified
Root typecheck has passed on the accepted baseline.
M2M CRUD verified
The many-to-many CRUD proof ladder is verified.
Browser and HTTP verified
Generated behavior is proven through HTTP/server-action and browser paths.
Engine proof surface
The compiler and proof ladder demo remains available as an engine credibility reference. It shows the underlying generation and verification machinery — not the current product demo.
Engine proof surface →