VibeQX
Book QA Sprint
The final quality gate for AI-built software

Don't ship AI-built software blind.

VibeQX tests AI-generated apps, agents, workflows, auth flows, payment paths, and launch-critical user journeys before production.

View Sample QA Report →
  • Human QA + AI-assisted testing
  • GitHub optional
  • No source code to start
  • Production readiness report
  • Retest available
  • NDA available
AI Product
Cursor · Claude · Lovable
VibeQX Gate
Production
Verified · Shippable
Production ScoreA−
Critical Bugs6 → 0
RegressionPassed
ReleaseGO
Trusted workflow for AI-built software
Cursor
Claude Code
Codex
Lovable
Replit
Windsurf
OpenAI Agents
LangGraph
GitHub
Playwright
The Problem

AI builds software.
AI doesn't guarantee quality.

Autonomous agents ship code that compiles, demos well, and quietly fails in production. These are real classes of issues we find every week.

Recent issues we've found
CRITBroken workflow

Stripe checkout failed after an AI refactor

HIGHHidden bugs

Login worked locally but broke in Safari

HIGHPrompt regressions

Agent tone and logic drifted after a prompt edit

HIGHMemory issues

Memory leak after a 3-hour agent session

CRITTool failures

AI agent entered an infinite tool-call loop

CRITSecurity issues

Prompt injection exposed internal admin tools

CRITApproval bypass

Auth bypass on a shared workspace

HIGHHallucinated logic

Refund flow invented a discount rule that never existed

MEDPerformance regression

Dashboard rendered 40× slower after a rewrite

CRITData leak

Customer data visible across accounts

HIGHDouble charge

A webhook retried and charged a customer twice

Before / After

Two ways your launch can go.

The bug gets found either way. The only question is whether it's found by us — or by your first paying customer.

Without QA
  1. 1
    Ship
  2. 2
    Customer finds the bug
  3. 3
    Bad review
  4. 4
    Emergency fix
  5. 5
    Lost trust
Trust is expensive to rebuild.
With VibeQX
  1. 1
    QA Sprint
  2. 2
    Fix
  3. 3
    Retest
  4. 4
    Production ready
  5. 5
    Confident launch
Every launch backed by a signed report.
The Solution

One quality gate. Six layers of review.

VibeQX combines automated coverage with senior human judgment. Every finding is verified, prioritized, and retested.

01
AI Testing
Automated coverage across flows, agents, and prompts.
02
Human Expert Review
Senior QA engineers audit behavior end-to-end.
03
Architecture Review
System-level analysis of data flow and boundaries.
04
Fix Strategy
Prioritized, actionable remediation — not just tickets.
05
Regression Validation
Every fix retested against the original failure.
06
Production Readiness
Signed-off score before you ship.
Why not just a scanner?

Automated tools scan. VibeQX judges.

A scanner tells you what's syntactically wrong. It can't tell you whether your product is safe to put in front of customers. That takes human judgment.

CapabilityAI ScannerVibeQX
Fast automated coverageIncludedIncluded
Surface-level bug scanningIncludedIncluded
Understands UX and human intentNot includedIncluded
Validates business logicNot includedIncluded
Hunts edge cases and AI hallucinationNot includedIncluded
Root cause analysisNot includedIncluded
Fix strategy, not just ticketsNot includedIncluded
Retest and launch sign-offNot includedIncluded
Coverage

What we test.

Every engagement covers the surface area AI-built systems fail in. Nothing skipped.

01Prompt Quality
02Agent Reliability
03Workflow Validation
04Memory Integrity
05Security
06Performance
07Accessibility
08Cross Browser
09Regression
10API Reliability
11Authentication
12Authorization
13Cost Explosion
14AI Hallucination
Deliverables

A report your team will actually use.

Not a screenshot dump. A prioritized, engineered document written for both founders and developers: clear enough for decisions, detailed enough for implementation.

Professional PDF Report
Executive summary, findings, and remediation plan — all in one document.
VIBEQX-REPORT-2026-004.PDFv2.1
Critical
6
High
18
Medium
42
Ready
YES
CRITAuthentication bypass on shared workspace
CRITPrompt injection in agent tool
HIGHMemory not cleared between sessions
MEDA11y — missing label on filter
Top priorityAuthentication bypass
Production Score
Single letter grade backed by a weighted severity model.
A−
Production score
Severity Score
CVSS-inspired grading per finding.
Risk Matrix
Impact × likelihood, visualized.
Root Cause Analysis
Trace every bug to its origin.
Fix Recommendations
Concrete, code-aware guidance.
Priority Roadmap
Sequenced by ship-blocking risk.
Retest Result
Verified fixes, not assumed ones.
Process

Eight steps. Five days. Zero surprises.

A structured engagement designed to fit inside a single sprint. Start with a URL or staging access — GitHub access is optional and only needed for code-level review or fix implementation.

1
Book
15-min discovery call.
2
Share
A URL or staging access is enough.
3
AI QA
Automated coverage across flows.
4
Human QA
Senior engineer deep dive.
5
Report
Prioritized PDF delivered.
6
Fix
Your team ships remediations.
7
Retest
We verify every fix.
8
Ship
Production-ready, signed off.
Fix Sprint

From finding issues to verifying fixes.

QA Sprint ends with a prioritized remediation strategy. If your team is short on engineering bandwidth, VibeQX can support fixes through reviewable pull requests.

1
Scope the Fix Sprint
Turn report findings into a prioritized fix plan.
2
Pull Request
Review every change through a branch-based PR workflow.
3
Regression Test
Verify that fixes do not break existing critical flows.
4
Launch Ready
Ship with lower risk and a retested production-readiness signal.
Where teams go from here
  1. QA Sprint
  2. Fix Sprint
  3. Regression Sprint
  4. Continuous QA
  5. Production Certification

Most teams start with a single QA Sprint, then expand into pre-launch regression coverage and continuous QA.

Security First

We never need more access than you're comfortable giving.

Handing your product to an outside team is a trust decision. So access is graduated: start with a URL, escalate only if the review calls for it, and everything is revoked when we're done.

01URL Review

We start with your live URL or demo — zero access required.

02Staging

A staging environment or test account unlocks deeper flows.

03Temporary Access

Scoped, time-boxed credentials. Never production data.

04Optional GitHub

Read access only if you want code-level review or fixes.

05NDA

Mutual NDA available before anything is shared.

06Access Removed

All credentials revoked at engagement close. Verified.

Source code access is optional — a URL is enough for the first review.

Pricing

Three ways to engage.

Start with a focused readiness check, go deep with a QA Sprint, or keep the gate in place.

Fast pre-launch diagnosis
Launch Readiness Check
  • Launch-critical flow review
  • Readiness score & launch decision
  • Top risks with reproduction steps
  • Delivered in 2–3 days
Start Launch Readiness Check
Most booked
For AI-built MVPs and SaaS launches
QA Sprint
  • Full AI + Human review
  • AI behavior & workflow testing
  • Prioritized PDF report
  • Fix recommendations
  • One free retest cycle
  • 5-day turnaround · NDA included
Reserve QA Sprint
For AI agents, internal tools, and production systems
Enterprise Reliability Sprint
  • Dedicated QA lead
  • Staging & VPN environment support
  • GitHub review optional
  • Fix Sprint available
  • Regression validation
  • Ongoing QA subscription
Book Discovery Call

We can start without source code — a URL or staging access is enough for the first review.

Launch Readiness Check

Submit your product for a launch-readiness diagnosis.

Share your product and what you're most worried about. We review the launch-critical flows and follow up with scope and next steps. No source code required to start.

NDA available · No source code required · Reply within 1 business day

FAQ

Questions, answered.

Don't let AI-generated bugs reach your users.

Get a focused QA review before your next launch, investor demo, or customer rollout.

Book QA SprintSee a Real QA ReportTalk to an Engineer