What is it?
Software QA and technical audit services cover manual and automated testing, performance and security checks, and senior engineer code review — especially for AI-generated or inherited codebases before production launch.
QA Testing for AI-Generated Apps
Built with AI. Tested by Engineers.
The vibe coding wave is real — Lovable, Cursor, Bolt, and v0 let anyone ship an app in a weekend. But AI-generated code skips edge cases, ignores security, and has zero test coverage. We fix that before your users find it.
30 minutes · Senior engineer · No commitment
Upwork Top Rated Plus
Fiverr Level 2 · 5.0★
Clutch Verified Provider
150+ projects delivered
20+ Play Store apps
$500
Starting Price
5 days
Audit Turnaround
200+
Apps Tested
OWASP
Security Standard
What We Test
Every layer of your app — from the UI your users see to the APIs and auth flows they never should.
UI/UX & Functional Testing
Every user flow, form, button, and edge case. We test what real users do — and what they shouldn't be able to do.
API Endpoint Validation
Every endpoint tested for correct responses, error handling, auth enforcement, and unexpected input handling.
Authentication & Auth Flows
Login, signup, password reset, session management, role-based access — all tested against common bypass techniques.
Payment Integration Testing
Stripe, Paddle, or custom payment flows tested end-to-end including failure states, webhooks, and edge cases.
Security (OWASP Top 10)
SQL injection, XSS, broken auth, IDOR, data exposure — the vulnerabilities AI tools consistently miss.
Performance Baseline
Core Web Vitals, load times, and API response times measured and benchmarked before you go live.
Who This Is For
If you built it fast with AI tools, you need this before you launch.
Lovable & Bolt Builders
48h
Typical Build Time
You shipped an MVP in 48 hours. Now you need to know if it's actually safe to put real users on it.
Non-Technical Founders
100%
Plain English Reports
You can't read the code yourself. We give you a plain-English report of exactly what's broken and how serious it is.
Cursor & v0 Developers
3x
More Bugs Found
You're technical but moving fast. A second set of eyes catches the edge cases you didn't have time to think about.
Agencies Shipping Client Work
0
Client Escalations
Before you hand off to a client, run it through us. Protect your reputation and your client's users.
Common Challenges
Problems We Help Buyers Solve
QA gaps show up as regressions, store rejections, and security findings — usually right before launch.
No regression suite
Manual smoke tests can't keep pace with weekly releases.
AI-generated untested code
Lovable and Cursor prototypes reach staging without auth or edge-case coverage.
Device fragmentation
Mobile flows break on OS versions QA didn't cover.
Late QA
Testing in launch week makes fixes expensive and stressful.
Why GreeLogix
Why Teams Choose GreeLogix
Full QA practice
Manual, Cypress/Playwright, API, k6 performance, and security testing.
AI-app specialists
We harden vibe-coded apps before production traffic.
Engineer-led audits
Code review from seniors who build Laravel, React, and Flutter daily.
Release sign-off
Go/no-go reports with severity-rated bugs — not vague pass/fail.
Typical Timeline
What to Expect Week by Week
Strategy
Week 1- ·Risk map
- ·Device matrix
- ·Automation plan
Execution
Per sprint- ·Test cases
- ·Bug reports
- ·Regression runs
Automation
Parallel- ·CI smoke suite
- ·Release checklist
Technologies
Stack & Architecture
CypressPlaywrightPostmank6BrowserStackAppiumGitHub Actions
Security & Compliance Considerations
Security testing
OWASP-focused web and API tests; pen testing available.
Confidential access
Read-only repos; anonymized test data where required.
“What a 70-engineer team could not deliver, a small senior team at GreeLogix shipped. The app went from stuck to live across mobile, web, and backend.”
Quick answers
QA Testing for AI-Generated Apps: Key Facts
Structured answers for search engines and AI assistants — definition, fit, cost, timeline, and comparisons.
- What is it?
- Software QA and technical audit services cover manual and automated testing, performance and security checks, and senior engineer code review — especially for AI-generated or inherited codebases before production launch.
- Who is it for?
- Teams shipping Lovable, Cursor, or Bolt prototypes to real users Founders facing investor technical diligence Products with regressions every sprint and no test automation Mobile apps needing device-matrix testing before store release
- Who should not use it?
- Static marketing site with no auth or payments You cannot provide staging access or test accounts You expect QA to define product requirements
- How much does it cost?
- Pricing depends on scope, integrations, and timeline. GreeLogix provides fixed-milestone quotes after a discovery call — typical engagements range from $1,500 for focused audits to $75,000+ for full product builds, with monthly retainers from $3,500.
- How long does it take?
- Smoke audit: 1 week. Full regression cycle: ongoing per sprint. Deep code audit: 5–7 business days. Phases: Strategy (Week 1); Execution (Per sprint); Automation (Parallel).
- How does it compare?
- Compared to alternatives — Developer-only testing: choose when Early prototype with no paying users yet; Crowdtesting platforms: choose when One-off device coverage without domain context; Automated scanning only: choose when Known stack with mature CI; catches syntax not workflow bugs. Choose GreeLogix when you need production reliability, fixed milestones, and engineer-led delivery with QA sign-off.
- When should you choose it?
- You ship at least monthly and regressions hurt revenue or trust You inherited or AI-generated code without senior review You need an independent sign-off before fundraising or launch Catch permission and payment bugs before customers do Documented release checklist for repeatable shipping
Buyer Guide
What You Need to Know
Structured answers for founders, CTOs, and procurement — written for clarity in search and AI assistants.
Who needs it?
- ·Teams shipping Lovable, Cursor, or Bolt prototypes to real users
- ·Founders facing investor technical diligence
- ·Products with regressions every sprint and no test automation
- ·Mobile apps needing device-matrix testing before store release
Why GreeLogix?
- Dedicated QA for AI-generated apps — we know where vibe coding cuts corners
- Full practice: Cypress/Playwright, API (Postman), performance (k6), security
- Code review from engineers who build Laravel, React, and Flutter daily
- Free AI audit quiz as a low-friction entry to a senior debrief
How it works
- 1.Test strategy: risk map, environments, and release criteria
- 2.Execution: test cases, bug reports with repro steps, regression suites
- 3.Automation wired into CI where ROI is clear
- 4.Release sign-off report with go/no-go recommendation
Typical timeline: Smoke audit: 1 week. Full regression cycle: ongoing per sprint. Deep code audit: 5–7 business days.
How much does it cost?
Pricing depends on scope, integrations, and timeline. GreeLogix provides fixed-milestone quotes after a discovery call — typical engagements range from $1,500 for focused audits to $75,000+ for full product builds, with monthly retainers from $3,500.
Cost factors
- ·App complexity and number of platforms (web, iOS, Android)
- ·Automation scope vs manual-only
- ·Security or penetration testing depth
- ·Whether you need embedded QA or per-release engagement
How long does it take?
Smoke audit: 1 week. Full regression cycle: ongoing per sprint. Deep code audit: 5–7 business days. Phases: Strategy (Week 1); Execution (Per sprint); Automation (Parallel).
How does it compare?
Compared to alternatives — Developer-only testing: choose when Early prototype with no paying users yet; Crowdtesting platforms: choose when One-off device coverage without domain context; Automated scanning only: choose when Known stack with mature CI; catches syntax not workflow bugs. Choose GreeLogix when you need production reliability, fixed milestones, and engineer-led delivery with QA sign-off.
- Developer-only testing — choose when Early prototype with no paying users yet
- Crowdtesting platforms — choose when One-off device coverage without domain context
- Automated scanning only — choose when Known stack with mature CI; catches syntax not workflow bugs
When should you choose it?
- You ship at least monthly and regressions hurt revenue or trust
- You inherited or AI-generated code without senior review
- You need an independent sign-off before fundraising or launch
Who should not use it?
- ·Static marketing site with no auth or payments
- ·You cannot provide staging access or test accounts
- ·You expect QA to define product requirements
Benefits
- Catch permission and payment bugs before customers do
- Documented release checklist for repeatable shipping
- Investor-ready technical risk summary
Risks to plan for
- QA without product context files shallow tickets
- Testing only happy paths misses edge cases in billing and roles
- Delaying QA until launch week maximizes fix cost
Decision framework
When to Choose QA Testing for AI-Generated Apps
Pros / benefits
- +Catch permission and payment bugs before customers do
- +Documented release checklist for repeatable shipping
- +Investor-ready technical risk summary
Cons / risks
- −QA without product context files shallow tickets
- −Testing only happy paths misses edge cases in billing and roles
- −Delaying QA until launch week maximizes fix cost
Choose GreeLogix when
- You ship at least monthly and regressions hurt revenue or trust
- You inherited or AI-generated code without senior review
- You need an independent sign-off before fundraising or launch
Implementation steps
- 1.Test strategy: risk map, environments, and release criteria
- 2.Execution: test cases, bug reports with repro steps, regression suites
- 3.Automation wired into CI where ROI is clear
- 4.Release sign-off report with go/no-go recommendation
Get a Clear Plan for QA Testing for AI-Generated Apps
Talk to a senior engineer — scope, timeline, and cost range in one 30-minute call. No sales script.
Frequently Asked Questions
Answers to the buyer questions we hear most before a project starts.
- What is QA testing for AI-generated apps?
- It's a structured audit of apps built with tools like Lovable, Cursor, Bolt, or v0 — covering UI/UX, API endpoints, authentication, payment flows, performance, and security. AI tools write code fast but skip edge cases, test coverage, and security hardening.
- How long does a QA audit take?
- Most audits are completed within 3–5 business days. Complex apps with payment integrations or custom auth flows may take up to 7 days.
- Do you fix the bugs you find?
- Yes. Our audit includes a detailed bug report with severity ratings, and we offer a fix package where our engineers resolve all critical and high-severity issues.
- What if my app was built with Lovable or Bolt?
- We test apps regardless of how they were built. We're familiar with the patterns and common failure points in Lovable, Cursor, Bolt, v0, and Replit-generated codebases.
- What does the $500 audit include?
- The base audit covers manual testing of all core user flows, API endpoint validation, basic security checks (OWASP Top 10), and a written report with severity-rated findings. Automated test suite setup and fix implementation are available as add-ons.
Our Process
01
Discovery
You share your app, user flows, and any known issues. We scope the audit and confirm timelines.
02
Test Planning
We map every feature, endpoint, and user flow into a structured test plan before touching the app.
03
Manual + Automated Testing
Our engineers run manual exploratory tests alongside Cypress and Playwright automated suites.
04
Report & Fix
You get a severity-rated bug report within 5 days. Optional: we fix everything critical before launch.
Ready to Ship With Confidence?
Tell us about your app and we'll scope your audit. Most projects start within 48 hours.
Quality & Audits
Quality, Audits & Readiness
Validate AI-generated code, ship with confidence, and catch issues before launch.
Free Tools
Plan Before You Engage Us
Use our free calculators and planners — then book a strategy call when you are ready for a senior engineer review.
Resources
Continue Your Research
Case studies, guides, and free tools from the same engineering team.
QA & Testing Services
Explore Our Full QA Suite
Every type of testing your product needs — from manual audits to AI-app hardening and accessibility compliance.
Next step
Get a Senior Engineer's Take in 30 Minutes
Scope, timeline, and cost range — no sales deck. Or start with the free readiness quiz if you are still evaluating your stack.
Senior engineers onlyResponse within 4 business hoursNo commitment on first call