Inspect
Code and architecture review to map launch risk quickly.
Go-to-Market services
Your vibecoded app looks ready. We make it actually ready to launch.
Demos prove opportunity. Prototypes are convincing. Production is where trust is won. We review, test, fix, and harden your app before real users hit it.
Test
Practical pen testing for real app-level vulnerabilities.
Harden
Fix critical and high-priority issues in your codebase.
Release
Validate server architecture, deployment flow, and production runtime setup.
Go-to-Market principle
We turn your vibecoded app
into something you can actually launch
1
Find and fix the risky parts
We test your auth, permissions, database rules, API routes, secrets and validation to uncover the issues that usually hide behind a polished AI-built demo.
2
Close the common AI-code gaps
Frontend-only checks, missing server validation, weak admin logic, exposed records, unsafe defaults — we fix the problems AI tools often leave behind.
3
Make it production-ready
We harden what matters, clean up the launch setup, and advise on hosting, deployment, logging and environment configuration so you can release with confidence.
Platforms we harden for launch
Built with vibe-coding tools? We focus on securing and stabilizing what you already shipped.
Cursor
Lovable
Claude
Bolt
v0
Replit
Supabase
Firebase
Risk blocks
The most common launch failure zones in vibecoded products, visualized as focused hardening blocks.
Auth + Permissions
Verify role checks, ownership boundaries, and admin access pathways.
Data + API Safety
Validate server-side input handling, secrets, and database policies.
Session + Token Security
Check session expiry, token refresh logic, cookie flags, and leakage via logs or client code.
Rate Limits + Abuse
Protect auth, OTP, and AI-heavy endpoints from brute force, scraping, and bot abuse.
Prompt Injection Surface
Review LLM tool-calling paths, retrieval contexts, and output handling against prompt attacks.
Secrets + Config Hygiene
Detect exposed keys, weak environment separation, and dangerous production defaults.
Database Rules + Access
Validate row-level access, ownership joins, and accidental admin bypass patterns.
Billing + Quota Logic
Harden entitlement checks, webhook verification, retries, and idempotency for paid actions.
Runtime Stability
Harden error behavior, logging, monitoring, and production defaults.
Deployment Surface
Review hosting config, env setup, and release workflow before launch.
Observability + Alerting
Ensure critical user flows emit useful logs, metrics, traces, and actionable alerts.
Rollback + Incident Readiness
Define rollback paths, feature-flag controls, and incident runbooks before launch week.
Frequently asked questions
Quick answers to the most common launch-readiness questions.
What is included in scope?+
Each package includes a focused launch-readiness hardening pass across the most important risk areas:
- Code and architecture review
- Practical security testing
- Validation of common AI-code mistakes
- Fixes for critical and high-priority issues
- Production-readiness checks
What is not included by default?+
By default, we keep scope tight so fixes can ship fast. These items are excluded unless agreed upfront:
- Full redesign
- Large new features
- Complete app rebuild
- Complex infrastructure migration
- Ongoing maintenance
What exactly do you fix in this package?+
We fix the most important launch-blocking issues: validation gaps, broken authorization checks, risky API and database access, exposed secrets, and unsafe production defaults.
Is this only a report, or do you also change code?+
This is hands-on. You receive real code updates for critical and high-priority issues, plus a short report with remaining recommendations.
How technical does my app need to be?+
If your app handles user accounts, private data, payments, or business logic, this service is already relevant. We work with common AI-built web stacks.
What if my project is larger than the package scope?+
When we see scope is beyond the fixed package, we flag it early and explain options before doing extra work.
Can you work under NDA?+
Yes. We can work with read-only or repository access and follow NDA requirements when needed.
Make your vibecoded app release-ready
AI helped you build fast. We help you launch safely with a focused technical hardening pass.
1
Tuesday - Intake
2
Wednesday - Review
3
Thursday - Test
4
Friday - Fix
5
Monday - Ship
