Now in public beta·Generate, validate, and gate production-ready tests — without writing a single line.Book a demo

Test everything.
Write nothing.

Spectr generates, validates, and gates production-ready tests — so your team ships with confidence across web, API, and mobile, without writing a single spec by hand.

No credit card  ·  $1 free Claude credit  ·  Self-host or cloud

24/7
AI MONITOR
50K+ tests
generated this month
SPECTR · AI OPSLIVE
PASS RATE
94.7%
TESTS RUN
2,847
FLAKY
3
auth/login → dashboard redirectPASS1.2s
user profile update with avatarPASS0.8s
checkout payment gateway timeoutFAIL30.0s
API rate limit 429 handlingFLAKY3.4s
✦ AI analyzing failure root cause...
50K+
Tests Generated
6
AI Models
4ms
Avg Latency
1-Click
CI/CD Setup

Trusted by QA engineers and SDETs at

🏦FinTech Platforms
🚀SaaS Scale-ups
🛒E-Commerce Teams
🏥Healthcare Tech
⚙️Enterprise DevOps
🤖AI/ML Startups

See it in action

From user story to passing test
in under 60 seconds

Watch Spectr generate, validate, and gate a full Playwright test suite — no code written, no selectors maintained, no flaky tests.

app.spectrtechnology.com / ai-ops
LIVE
AI Test Generation
SPECTR · AI OPS
ALL TESTS PASSING
TESTS GENERATED
12
EVAL SCORE
91/100
GATE STATUS
PASS
DURATION
54s
LangGraph pipeline
PLAN
GEN
VALIDATE
FIX
✓ COMPLETE
import { test, expect } from '@playwright/test'; // Generated by Spectr AI · eval 91/100
2:47
No manual test writing
🎯deepEval quality gates
🔗CI/CD native

Platform

One platform. Every test type.

From UI to API to mobile — powered by your choice of AI.

AI TEST GENERATION

AI Test Generation

Describe in plain English. Spectr generates complete Playwright, pytest, or requests test code — with zero framework expertise.

MULTI-LLM ENGINE

Multi-LLM Engine

Claude Opus 4.7, GPT-4o, Gemini 2.5 Pro, Mistral Large, Llama 3.3. Switch models in one click. Benchmark quality across providers.

JIRA AI AUTOMATION

Jira AI Automation

5 smart story templates. AI enhances your stories, creates epics, auto-populates acceptance criteria. One click → Jira ticket created.

AI REPORT ANALYZER

AI Report Analyzer

Drop any test output (JUnit, Playwright, JSON). AI clusters failures by root cause, identifies trends, recommends fixes.

BROWSER MATRIX

Browser Matrix

7 browsers × 7 OS combinations. Chrome, Firefox, Safari, Edge, WebKit, iOS, Android. Full cross-platform coverage dashboard.

AGENT OBSERVABILITY

Agent Observability

LangSmith-powered trace visualization. See every node in your LangGraph pipeline, token usage, latency, and cost per trace.

SELF-HEALING TESTS

Self-Healing Tests

When selectors break, AI re-infers them using DOM context and visual cues. Your CI pipeline stays green.

CI/CD NATIVE

CI/CD Native

Generate production-ready GitHub Actions YAML with model selection, cost gates, and Slack notifications. One click.

SDK-FIRST

SDK-First

REST API, TypeScript SDK, Python client. Integrate into any stack, any CI/CD, any framework. Zero lock-in.

✦ NEW · MOBILE TESTING

Test mobile apps
without the friction.

Mobile teams feel the same pain as web — often worse. Spectr brings AI-native test generation to iOS and Android via Appium + Playwright, with the same plain-English interface your web team already uses.

📱
iOS & Android
Real device + emulator support via Appium WebDriver
🔄
Shared test logic
Reuse page objects across web and mobile suites
🤖
AI-generated mobile tests
Describe a tap flow — Spectr generates the Appium code
📊
Unified Allure reports
Web + mobile results in one dashboard
SPECTR · MOBILE AI OPS
test.describe('Mobile — Login Flow', () => {
  test('iOS: valid credentials', async ({ page }) => {
    await driver.findElement(
      By.accessibility({ label: 'Email' })
    ).sendKeys(TEST_EMAIL);

    await driver.findElement(
      By.accessibility({ label: 'Password' })
    ).sendKeys(TEST_PASS);

    await driver.findElement(
      By.accessibility({ label: 'Sign in' })
    ).click();

    const dashboard = await driver.findElement(
      By.id('home-screen')
    );
    expect(dashboard).toBeTruthy();
  });
});
iOS 17Android 14AI-generated

Comparison

Why teams choose Spectr over legacy tools

We're the only platform built AI-first from day one.

FeatureSpectrBrowserStackPlaywrightCypressSelenium
AI Test Generation
Multi-LLM Support
Natural Language → Code
Jira AI Story Templates
AI Report Analysis
Agent Observability
Self-Healing LocatorsPartial
Cross-Browser MatrixPartial
Real Device FarmSOON
Video Recording
Free Self-Host
Free & Open Access

Trusted by engineering teams

Teams ship quality faster with Spectr

Test Generation

Spectr cut our test authoring time by 80%. We describe a user flow in plain English and get production-ready Playwright code in seconds. The AI report clustering alone saves us two hours every sprint.

SC
Sarah Chen
Lead QA Engineer
FinTech Platform, Series B
Browser Matrix

We run 7 browsers × 7 OS combinations in parallel. The browser matrix dashboard gives us instant cross-platform coverage visibility. Flaky test detection caught 12 race conditions we'd missed for months.

MW
Marcus Webb
Staff Engineer
E-commerce Platform, 200+ engineers
Jira Automation

The Jira AI automation is a game-changer for our PM workflow. Five story templates, AI-enhanced acceptance criteria, and auto ticket creation. Our sprint planning went from 3 hours to 45 minutes.

PS
Priya Sharma
Senior Product Manager
SaaS B2B, Product-led growth
94.7%
Avg pass rate across teams
80%
Less time writing tests
Faster sprint planning
24/7
AI coverage, always on
SECURITY & COMPLIANCE

Enterprise security. Built-in.

Security is not a feature we added — it's the foundation. Every LLM call, every API response, every generated test passes through a full OWASP compliance layer before it reaches you.

8/10
LLM OWASP Top 10 Compliant
8 of 10 controls actively enforced on every request.
LLM03 & LLM05 mitigated at infrastructure level.
8 ACTIVE2 INFRA-LEVEL
LLM01ACTIVE
Prompt Injection
sanitizePrompt()
13 injection patterns detected & stripped. Null-byte removal, 32K char hard limit.
LLM02ACTIVE
Insecure Output
sanitizeOutput()
7 secret-pattern classes redacted. Anthropic, OpenAI, GitHub, Slack tokens.
LLM04ACTIVE
Model DoS
checkUserBudget()
50K tokens / 20 calls per user per minute. Per-window sliding budget.
LLM06ACTIVE
Sensitive Info Leak
redactSecrets()
API key masking, env-secret purge before any log or API response.
LLM07ACTIVE
Insecure Plugin Design
validateToolCall()
Tool allowlist enforcement + path-traversal block on all agent tool args.
LLM08ACTIVE
Excessive Agency
agencyGuard()
High-risk ops (drop_table, force_push, deploy) require explicit human confirmation.
LLM09ACTIVE
Overreliance
validateGeneratedCode()
Dangerous code patterns (eval, os.system, subprocess shell=True) blocked in output.
LLM10ACTIVE
Model Theft
apiKeyGuard()
Origin/Referer validation in production. Cross-origin LLM access denied (403).
HTTP Security Headers7 / 7 SET
Content-Security-Policy
default-src 'self'; frame-ancestors 'none'
Strict-Transport-Security
max-age=63072000; includeSubDomains; preload
X-Frame-Options
DENY
X-Content-Type-Options
nosniff
X-XSS-Protection
1; mode=block
Referrer-Policy
strict-origin-when-cross-origin
Permissions-Policy
camera=(), microphone=(), geolocation=()
Architecture Integrity
JWT Sessions
Stateless auth — no DB session store in edge runtime
BYOK Model
API keys never stored server-side — brought per-request
Edge Isolation
Middleware runs edge-only auth.config — zero DB in edge
Auth Guard
All LLM routes require valid JWT — no anonymous model access
CSP Locked
frame-ancestors none · no iFrame embedding of the dashboard
OWASP LLM10 Compliant
All 8 applicable LLM OWASP Top 10 controls enforced at runtime on every request via the unified checkLlmRequest() middleware.
Zero Secrets in Git
BYOK (Bring Your Own Key) model — API keys are never stored server-side. All secrets injected via Railway/Docker env vars at runtime.
Edge-Isolated Auth
Middleware runs in Edge Runtime using JWT-only auth.config — no database calls, no pg imports, no Node.js crypto in the edge layer.

How it works

From description to execution in 3 steps

01
Describe

Write test steps in plain English

No test framework knowledge needed. Just describe what should happen in natural language.

02
Generate

AI selects the optimal model and generates complete test code

Spectr picks the right LLM for your test type, generates type-safe code, and validates it against your target URL.

03
Execute & Report

Tests run, results analyzed, Jira ticket auto-created on failure

AI-powered analysis surfaces root cause, clusters failures by trend, and files a Jira ticket before your standup.

POST /api/sdk/run
Authorization: Bearer <your-key>

{
  "url":    "https://yourapp.com",
  "model":  "claude-sonnet-4-6",
  "steps":  [
    "Navigate to login page",
    "Enter credentials",
    "Assert dashboard loads"
  ]
}
→ 200 OK { passed: true, tests: 3, duration: "2.1s" }
LIVE
JARVIS AI
Test suite analyzed. 94.7% pass rate.
2 failures clustered: network timeout pattern.
Jira ticket QA-247 auto-created.
TESTS RUN
2,847
AI MODEL
Claude
COVERAGE
98.2%
LangGraph pipeline✓ COMPLETE
PLAN
GEN
VALIDATE
FIX
24/7
AI COVERAGE
Tests passing
CI pipeline green
ENTERPRISE-GRADE AI SUPPORT

Your AI testing team, always on

JARVIS monitors your test suite round the clock — detecting regressions, clustering failures by root cause, auto-creating Jira tickets, and guiding your team through every feature on the platform.

Instant root cause analysis
AI clusters failures by selector / network / timeout patterns before your standup.
🔁
Self-healing locators
When DOM changes break selectors, AI re-infers them from context and visual cues.
🎯
Per-page JARVIS guidance
Context-aware chat assistant knows every feature — guides users on every page.
See JARVIS in action →

Integrates with your existing stack

GitHub Actions
GitLab CI
Jenkins
CircleCI
Jira
Linear
LangSmith
Allure
Slack
Playwright
pytest
Appium

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BOOK A DEMO CALL

See Spectr
in action — live

Get a 30-minute walkthrough tailored to your team's stack. We'll demo AI test generation, the pipeline, and answer any technical questions.

🧠Live AI test generation from your actual user stories
🔬Full pipeline walkthrough: Parse → Generate → Execute → Heal
📊LangSmith traces, cost breakdown, quality scoring
Custom integration plan for your CI/CD stack
30 min
Session length
Free
No strings attached
24hr
Response time
Schedule your demo
Pick a time that works for you
📅Duration30 min call
🎥FormatVideo (Google Meet / Zoom)
👤HostSpectr Sales Team
🌍TimezoneFlexible — we match yours
Free while we're building

Ready to kill flaky tests forever?

Join the beta — free while we're building.

Create your free account

No credit card  ·  Bring your own API keys  ·  Self-host or cloud

Spectr
AI Testing Cloud
AI TESTING
AI Operations
Multi-LLM test generation
Test Generator
Create & run test cases
Report Analyzer
AI root cause clustering
INTELLIGENCE
JARVIS AI
Testing assistant & chat
Observability
LangSmith agent traces
INTEGRATIONS
Jira Automation
AI sprint planning & tickets
Device Matrix
Browser & device testing
SDK & API
Reference & integrations
Settings
API keys & trial usage
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