TAIP — Test Artificial Intelligence Platform
Vibe Testing • Autonomous Discovery

TAIP understands your application. And tells you what to test.

Connect your application. TAIP explores how it works, maps its functionality, and suggests the tests you need so you can start testing immediately.

Build with AI. Test with TAIP.
No credit card required
https://app.taiplabs.com/project/taip-demo/discovery
Discovery Active
Discovered Pages
18 Routes
API Endpoints
32 Endpoints
Suggested Tests
24 Generated
Security Posture
OWASP Clean
Autonomous Topology GraphReal-time crawl complete
/ (Landing Page)Public
Forms: Newsletter, CTA Signup
✓ 4 Tests Created
/auth/loginAuth Guard
Session Cookie & MFA Handled
✓ 8 Security & Flow Tests
/dashboard/projectsProtected
CRUD Actions, API mutations
✓ 12 E2E Tests Ready
Ready to execute: 24 automated tests across Web, API, Security & AI.Auto-Discovery Engine v1.2
How TAIP Works

From zero tests to complete coverage in minutes

You build. TAIP understands, discovers, and tests.

01
Zero-SDK Setup

Connect

Provide your web URL or API endpoint. TAIP securely initiates exploration without complex SDK setups.

02
Autonomous Crawl & Auth

Discover

TAIP autonomously crawls routes, handles authentication flows, and builds a comprehensive visual Application Map.

03
AI Recommendations

Suggest

TAIP identifies critical user journeys, edge cases, and security vulnerabilities, suggesting ready-to-run tests.

04
Web • API • Security • AI

Test & Monitor

Execute tests across Web, API, Security, and AI. Track regressions, analyze failures, and maintain software quality.

Core Strategic Feature

TAIP learns your application before asking you to build a test suite

Traditional test tools give you a blank editor. TAIP explores your live application, discovers pages and states, and hands you an actionable testing foundation.

Authenticated Area Exploration

Configure login credentials or session tokens. TAIP navigates behind login screens, dashboards, and role-based permissions.

Dynamic Application Mapping

Builds a live, interactive graph of every page, modal, form, API dependency, and user flow in your application.

Automated Flow Identification

Identifies checkout funnels, onboarding flows, data mutations, and multi-step interactions ready for testing.

https://app.taiplabs.com/app-map/topology
Autonomous Graph Active
Live Crawl Session #8491 100% Authentication Passed
Root Context: / (Unauthenticated)4 Routes Found
/home
/pricing
/about
/contact
Protected Context: /app/* (OAuth Session Active)14 Routes • 8 Flows
/app/dashboard
/app/billing
/app/team-settings
/app/projects/new
/app/api-keys
/app/analytics
Mapped 28 interactive elements & 14 API mutationsReady for Test Suggestions →
Vibe Testing & Creation Modes

Create tests however you vibe: from natural language to full automation

Build with AI. Test with TAIP (Test Artificial Intelligence Platform). Whether you want autonomous discovery, natural language prompts, Playwright import, or step-by-step control — TAIP gives you the ultimate testing flow.

Choose Creation Mode

Vibe Testing Studio — Natural Language Prompt
AI Synthesis Engine

You vibe code with AI assistants — now vibe test with TAIP. Simply type your test intention in plain text and TAIP synthesizes full end-to-end executable test scripts.

Your Prompt (Vibe Test):
“Test that a user can reset their password with email confirmation, enter the 6-digit MFA code, and redirect to the dashboard with a success toast notification.”
3 Actions & 2 Assertions Synthesized:
1. Fill input #email & click button:text('Send Reset')
2. Submit MFA challenge fixture input[name='otp']
3. Expect URL /dashboard & Toast 'Password updated'
TAIP (Test Artificial Intelligence Platform): Vibe test with AI or import your existing code.
Try Creation Modes Free
Intelligent Test Generation

Start with tests already waiting for you

Stop wondering what to test. TAIP inspects your discovered flows and generates structured, executable test scenarios automatically.

8 Tests Generated

Authentication & Session Handling

Validates login, logout, password resets, expired tokens, and unauthorized route access.

Sample Automated Checks:
Valid credentials login
Expired session redirect
CSRF token validation
6 Tests Generated

Form Validation & Edge Cases

Tests input boundaries, special characters, required field validations, and error states.

Sample Automated Checks:
Max payload boundary
Special characters escaping
Required input errors
12 Tests Generated

Critical User Funnels

Verifies checkout flows, multi-step wizards, search filters, and transaction confirmations.

Sample Automated Checks:
Multi-step checkout funnel
Stripe payment simulation
Receipt email dispatch
9 Tests Generated

API Contract & Response Checks

Validates JSON payload schemas, HTTP status codes, error handling, and latency thresholds.

Sample Automated Checks:
Schema match (JSON Schema)
Status 200/400 validation
Latency < 250ms
The Four Testing Pillars

Comprehensive testing across every layer of your stack

Web, API, Security, and AI testing unified in a single intelligent quality platform.

Pillar 01

Web Testing

Test critical browser user journeys, responsive layouts, and dynamic web applications with resilient execution.

  • Cross-browser autonomous execution
  • Dynamic DOM element resilience
  • Multi-step user funnel verification
Pillar 02

API Testing

Validate REST APIs, endpoint contracts, payload mutations, and backend services behind your UI.

  • REST & OpenAPI endpoint schema checks
  • Payload mutation & fuzzing tests
  • HTTP status & latency contract validation
Pillar 03

Security Testing

Identify common OWASP risks, authentication bypasses, sensitive data exposure, and security header misconfigurations.

  • OWASP Top 10 automated threat checks
  • Unauthorized route & auth bypass analysis
  • Security header & sensitive data audits
Pillar 04

AI Testing

Evaluate LLM behavior, detect hallucinations, test prompt injection resistance, and benchmark response quality.

  • LLM hallucination & drift benchmarking
  • Prompt injection & jailbreak resilience
  • Latency & structured JSON output validation
Natural Language Test Prompt
Test that a new user can sign up with email verification, customize their profile, and receive a welcome notification.
Generated Test Flow
Synthesized in 1.4s
1navigate("/signup") → fillForm(email, pwd) → submit()
2verifyEmailInbox(mockToken) → completeVerification()
3updateProfile({ avatar, bio }) → assertNotification("Welcome")
Assisted Testing

Describe what you want to test. TAIP handles the rest.

Complement autonomous discovery with your own domain expertise. Simply type your test intention in plain language.

  • Zero complex test scripting required
  • Understands multi-step flows and email verifications
  • Easily exportable and editable inside TAIP suites
Continuous Regression & Execution

Turn discovered tests into durable quality gates

Tests generated by TAIP are not disposable demos. Organize them into suites, schedule automated regression runs, and monitor pass/fail metrics across all four testing pillars.

https://app.taiplabs.com/runs/latest
Suite #429 Completed
Total Scenarios
48 Tests
Passed
47 Passed
Regressions
1 Flagged
Parallel Duration
18.4s
E2E Checkout Funnel Flow
3.2s • Chromium
API: POST /api/v1/auth/tokens (Contract valid)
180ms • REST
Security: Unauthorized Admin Route Bypass
420ms • 403 Verified
AI Evaluation: Prompt Injection Resilience
Failed assertion (Hallucination detected)
Run #1049 triggered from the TAIP dashboardDetailed logs & replay available
Application Monitoring & Continuous Health

Know when your application breaks — before your users tell you.

TAIP continuously monitors your application, APIs and critical user flows to make sure everything is online, responsive and working as expected.

Test it. Monitor it. Know when it breaks.
app.taiplabs.com/monitoring/dashboard
Monitoring Active
Website
Online
200 OK • 42ms
APIs
Healthy
14 endpoints tracked
Critical Flows
Passing
6/6 Smoke tests passing
Uptime
99.97%
Last 30 days
Uptime History (Last 90 Checks)100% Availability Today
90 mins agoJust now

Website Uptime Monitoring

TAIP automatically checks your application at scheduled intervals and tells you whether it is available.

  • Automatic HTTP status & SLA verification
  • Continuous latency tracking
  • Automatic recovery detection

Performance Monitoring & Degradation Detection

An API might still return 200 OK while becoming progressively slower. TAIP tracks response times over time and alerts you when a performance threshold is exceeded.

  • Custom response time thresholds
  • Slow API degradation alerts
  • Fix bottlenecks before outages occur

Continuous Smoke Testing

Already have Smoke Tests in TAIP? Turn them into monitors. Instead of running a critical test only when you remember to, TAIP executes it automatically on a schedule.

  • Turn existing tests into active monitors
  • Run Once or Monitor Continuously
  • Multi-step user journey validation
Built for Modern Developers

Create → Test → Monitor → Detect → Alert → Recover

You shouldn't need an enterprise observability stack just to know whether your application is working. TAIP brings testing and monitoring together in one simple workflow.

The Paradigm Shift

Stop guessing what to test. Let TAIP discover it.

Traditional automation requires you to define everything from scratch. TAIP starts by understanding what you built.

The Old Way (Manual Guesswork)
1Read through PRs and specs manually
2Guess edge cases and user journeys
3Write boilerplate test code from scratch
4Constantly fix brittle, broken selectors
The TAIP Way (Discovery-First)
1Connect your application endpoint
2TAIP explores, maps, and understands all flows
3TAIP suggests actionable test suites
4Review, customize, and execute with AI confidence
Engineering Rigor

AI-powered. Testing-grounded.

TAIP is not just prompts connected to a browser. It blends deterministic application exploration with established software testing methodologies and rigorous engineering practices.

Deterministic Assertions

TAIP deterministically maps your application; AI then suggests tests, with execution backed by deterministic assertions and repeatable state validation.

Professional Testing Principles

Designed with standard software testing principles: boundary value analysis, state transitions, and equivalence partitioning.

Enterprise-Grade Reliability

Engineered for speed, privacy, and continuous execution reliability without unpredictable hallucinations during testing.

Public Roadmap

Transparent product evolution

Explore what is available today, what we are currently building, and where TAIP is headed.

View Full Public Roadmap

Available Now

10 features
Discovery
Core Platform

Autonomous Application Discovery

Crawl, map, and catalog web pages, authenticated routes, and user flows automatically.

Discovery
Core Platform

Authenticated Exploration

Navigate behind login screens, dashboards, and role-based access flows.

Discovery
AI Intelligence

Intelligent Test Suggestions

AI-generated test scenario recommendations based on discovered application topology.

Testing
AI Intelligence

Natural Language Assisted Testing

Describe test intentions in plain language to generate executable test routines.

Testing
Launch Pillar

Web & Browser Testing

Cross-browser end-to-end user journeys, visual validation, and DOM interactions.

Testing
Launch Pillar

REST API Testing

Payload schema validation, status contract verification, and mutation checks.

Testing
Launch Pillar

Automated Security Testing

OWASP top risk checks, auth bypass detection, and header posture analysis.

Testing
Launch Pillar

AI & LLM Evaluation

Hallucination detection, prompt injection resilience, and LLM behavioral benchmarks.

Platform

Test Suites & Regression

Organize tests into suites, schedule automated regression runs, and inspect execution logs.

Platform
Core Platform

Continuous Application Monitoring

Real-time uptime checks, API response monitoring, and performance degradation detection.

Coming Next

4 features
Intelligence

Application Change Detection

Smart diffing of DOM and API schemas between deployments to pinpoint newly added routes.

Intelligence

Visual & Semantic Version Comparison

Compare application behavior and UI layouts across multiple deployment versions.

Platform

Native CI/CD Integrations

Official plugins and webhooks for GitHub Actions, GitLab CI, and Bitbucket pipelines.

Platform

Multi-Environment Staging Discovery

Verify behavioral parity across development, staging, and production environments.

Future Vision

3 features
Intelligence

Self-Healing Test Repair

Autonomous selector and interaction repair when application UI changes.

Intelligence

Predictive Failure Intelligence

Machine learning models forecasting which user journeys are at risk prior to release.

Intelligence

Continuous Quality Intelligence

Aggregated application health score, regression forecasting, and quality analytics.

Who TAIP Is For

Built for teams building modern software

Whether you are a solo developer or an enterprise QA department, TAIP scales to your quality needs.

Software Developers

Ship features with confidence. Catch regressions before PRs merge without writing hundreds of lines of boilerplate test scripts.

QA & Test Engineers

Supercharge your test coverage. Let TAIP handle discovery and initial suites while you focus on complex business logic.

Startups & Solo Founders

Get enterprise-level quality assurance from day one without needing a dedicated QA team.

AI Application Builders

Systematically benchmark and evaluate LLM responses, agent workflows, and prompt resilience against adversarial attacks.

Got Questions?

Frequently Asked Questions

Traditional test automation requires you to manually script every test step from scratch. TAIP connects to your live application, explores its routes and authentication, maps functionality, and suggests ready-to-run tests across Web, API, Security, and AI.
Start testing in under 5 minutes

Stop guessing what to test. Let TAIP discover it.

Connect your application in seconds. Get automated discovery, actionable test suggestions, and start testing for free.

15-day free trial • No credit card required