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Software Engineering · Vibe Testing Services

AI-powered Vibe Testing that writes itself.

AI-powered vibe testing services using generative AI to write, maintain, and evolve automated test suites. Self-healing tests that adapt to UI changes, AI-driven quality assurance, and AI-generated test cases for intelligent regression detection.

AI test case generation
Self-healing test maintenance
Intelligent test selection
AI test data generation
Visual AI testing
Continuous test evolution
AI
AI-generated tests
GPT-4 and Claude write comprehensive test cases from requirements.
10x
Faster test creation
AI generates in minutes what manual scripting takes days.
Self-Heal
Self-healing tests
Tests that automatically adapt when your UI changes.
Smart
Intelligent regression
AI identifies which tests to run based on code changes.
Trusted by enterprises worldwideCMMi Level 3ISO 27001SOC 220+ Years
Why MetaDesign

AI test automation pioneers who ship quality at AI speed.

AI test automation, self-healing tests, intelligent regression — the future of QA.

01

AI Test Generation

Our AI QA automation analyses your requirements and codebase for automated test generation — comprehensive test cases 10x faster than manual scripting.

02

Self-Healing Tests

Generative AI testing that monitors UI changes and automatically updates locators and assertions — tests that never go stale.

03

Intelligent Regression

Generative AI testing analyses code diffs to determine which tests to run — smart regression that saves CI/CD time without sacrificing coverage.

GENERATE.
HEAL.
LEARN.
SHIP.

Test Generation

AI-generated test cases from requirements, generating Playwright/Selenium test scripts automatically.

Self-Healing

Tests auto-repair when UI elements change — no manual locator updates.

Smart Regression

AI analyses git diffs to select only relevant tests — faster CI pipelines.

Test Data AI

Generate realistic test data using AI — edge cases, boundary values, and domain-specific data.

Our approach

Five stages,
paired end-to-end.

Predictable delivery. No black-box sprints.

01

Assess

Evaluate your app, requirements, and existing test coverage.

02

Configure

Set up AI models, connect to your codebase and CI/CD pipeline.

03

Generate

AI writes initial test suites from requirements and user stories.

04

Validate

Human review of AI-generated tests — refine, approve, and deploy.

05

Evolve

Continuous AI-driven test maintenance and coverage expansion.

Customer value

Six places it pays back in the first sprint.

Real outcomes our clients report within the first engagement cycle.

Faster time-to-market

Production-ready teams that ship from week one — no ramp-up lag.

Reduced technical risk

Architecture reviews, code audits, and security scans baked into every sprint.

Measurable velocity

Cycle time, PR throughput, and defect density tracked from day one.

Cost predictability

Fixed-price or capped T&M — no surprise invoices, ever.

Continuous improvement

Retros, post-mortems, and process refinement every sprint.

Knowledge transfer

Your team grows. Documentation, pair programming, and workshops included.

Technology

Tools our vibe testing services
developers ship with.

We use what works. No vendor lock-in.

GPT-4ClaudeGeminiCustom LLMsPlaywrightSeleniumCypressAppiumMablTestimFunctionizeKatalon AILangChainOpenAI APIGitHub CopilotCustom Agents
By the numbers
400+
Engineers worldwide
200+
Active clients
20yr
Pure-play software
94%
Client retention
Engagement models

Three ways to work
with our Vibe Testing Services team.

Scale up, scale down — zero procurement headaches.

Fixed-scope project

Start-to-finish delivery with total cost, timeline, and scope agreed upfront. Best for well-defined builds and launches.

BEST FORNew product launches

Dedicated team

A ring-fenced squad — PM, tech lead, engineers, QA — fully managed by us, embedded in your workflow.

BEST FORLong-running platforms

Staff augmentation

Plug senior engineers into your existing team and tools. You manage priorities, we deliver results.

BEST FORCapacity gaps & sprints
FAQ

Asked first,
every time.

Don't see yours here? Send us the question — a principal engineer will reply within 24 hours.

We feed your requirements, user stories, and application code to AI models that generate comprehensive test scripts — including edge cases, negative tests, and boundary conditions that humans often miss.

Yes, with human review. AI generates the initial tests, our QA engineers validate, refine, and approve them. The result is comprehensive coverage created 10x faster.

AI monitors your application for UI changes and automatically updates test locators and assertions — tests that adapt to your app instead of breaking.

It dramatically accelerates it. AI handles the bulk of test creation and maintenance, while human testers focus on strategy, exploratory testing, and edge case validation.

Hire AI QA engineers who automate the automation.

Tell us about your project. We'll come back with a plan, a timeline, and the right team — no obligations.

Book a Call