AI app production services
We find and fix the production risks in AI-generated applications before customers, attackers, or procurement teams find them.
One commercial path
01 · diagnose
A human-reviewed assessment of the production paths most likely to create a security incident, unpaid access, customer data exposure, or a failed launch.
Entire fee credited toward remediation
02 · remediate
We fix the validated launch risks, add the missing tests and guardrails, and leave the application in your repository and your accounts.
Review required unless scope is already documented
03 · build
For teams that need a production workflow built or rebuilt with explicit permissions, approval gates, evidence, tests, and operational ownership.
Fixed price after a bounded discovery
The first deliverable
The $495 review covers one application and turns repository evidence into a prioritized launch decision.
Inspect the sample report →Privilege checks, session lifecycle, protected routes
Cross-customer reads, writes, exports, and jobs
Signatures, replay, tier changes, server-side gates
Secrets, validation, logs, tests, deployments, rollback
Working agreement
Stackbilder uses automation and AI internally, but responsibility never transfers to a model. The engagement boundary is deliberately plain.
Every finding and client deliverable receives human review.
AI cannot deploy into client production. Changes require explicit human approval.
Repository and system access is least-privilege, time-bounded, and revocable.
Source, accounts, infrastructure, reports, and implementation remain yours.
Proof today
There are no public client case studies yet. The sample report shows the deliverable honestly; the production-readiness checklist and live Stackbilder systems show the technical standard behind it. Paid design-partner reviews will become anonymized case studies only with permission.
Founders and agencies preparing an AI-built application for launch, payments, customer onboarding, or procurement. The application can come from Lovable, Bolt, v0, Cursor, Claude Code, Replit, or a conventional repository.
It creates a bounded first engagement with a useful deliverable. You get the findings whether you fix them internally or hire Stackbilder. If we continue into a Hardening Sprint, the full review fee is credited.
The Production Risk Review can cover common web stacks. Implementation engagements are strongest on Cloudflare Workers, D1, KV, R2, Durable Objects, and adjacent TypeScript systems.
No. AI systems cannot autonomously deploy into client production. Kurt remains accountable for every engagement, and no client change ships without human review and approval.
A signature makes the documented statement tamper-evident after publication. It does not prove that the underlying statement was true when signed and is not certification or independent assurance.
You do. Clients retain ownership of source code, cloud accounts, configuration, and deliverables. Access is least-privilege, time-bounded, and revocable.
Hardening or build inquiry
For the fixed-price review, purchase directly or use its reservation form. For remediation and builds, share the current state here.
Start with the $495 review →