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AI-Powered Testing

SentinelFlux VigilQA generates test suites from your knowledge base, heals broken locators automatically, and analyzes every failure with AI — covering API, Web, Security, Performance, and more from a single dashboard.

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app.sentinelflux.in — SentinelFlux VigilQA Dashboard
Test Runs
247
↑ 94.3% pass rate
AI Agents
10
Post-suite analysis
Test Functions
169
AI-generated
Doc Coverage
100%
All scripts documented
Recent Test Runs
orangehrm · web
28/28 passed
restfulbooker · api
13/13 passed
reportportal · vapt
3 findings
AI Pipeline
DocGen done
DocReview done
ScriptGen done
ScriptReview running

Integrates with your existing stack

GitHub Actions
GitLab CI
Jenkins
Jira
Slack
Playwright
94.3%
Average pass rate
247+
Test runs executed
9
Testing modules
10
AI agents per run

Everything a QA team needs, in one framework

Nine testing modules, one CLI, one dashboard. No juggling between tools.

REST & GraphQL
Schema validation, data-driven tests, full CRUD + curl log on failure
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Web UI Testing
Page Object Model with 3-tier self-healing locators via Playwright
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Security (VAPT)
OWASP A01–A10, 31 checks, PDF report + compliance certificate
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Performance
Load, stress, spike, soak — p50/p75/p95/p99 metrics with thresholds
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Accessibility
WCAG 2.1 A/AA/AAA via axe-core, per-page violations by impact
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API Contract
Validates real responses against your OpenAPI spec — status + body schema
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Visual Regression
Pixel-diff screenshots against baseline, configurable threshold alerts
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Bug Tracker
Full defect lifecycle — state machine, artifacts, comments, PDF incident report
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Pro
Compliance Reports
Turn test runs into audit-ready PDFs — SOC 2, ISO 27001, GDPR readiness evidence in one click
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One platform for the entire QA lifecycle

From planning test cases to reviewing AI agent decisions — everything in a single dashboard.

Test Plans
AI-generated test cases from your knowledge base with coverage tracking per domain
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Test Runs & Failures
Live run progress, per-test status, and AI-powered failure classification for every result
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Quality Dashboard
Pass rate trends, module health, open bugs, and run history at a glance
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Agent Activities
Watch 10 AI agents run post-suite analysis with real-time logs and structured outputs
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Human Approvals
Review and approve AI suggestions — locator heals, script fixes, and baseline updates
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AI Test Pipeline

From Knowledge Base to
test suite, automatically

Define your product's forms, fields, APIs, and business rules in YAML. SentinelFlux VigilQA's pipeline reads your KB, generates structured test case docs, reviews them for quality, then writes executable pytest scripts — without hallucinating fields that don't exist.

  • DocGen → DocReview → ScriptGen → ScriptReview pipeline
  • AppExplorerAgent crawls your live app for verified DOM selectors before generating
  • TC ID normalizer backstop prevents duplicate or out-of-sequence test IDs
  • Works with Anthropic Claude or Mistral (cloud) or Ollama/Qwen (local, air-gapped)
knowledge_base / myapp / application.yaml
# Step 1 — define your Knowledge Base
app:
  name: myapp
  base_url: https://staging.myapp.com
  type: web+api

domains:
  - id: authentication  # 12 scenarios
  - id: checkout        # 9 scenarios
  - id: products-api    # 15 scenarios

# Step 2 — Dashboard → Generate Tests
#   AppExplorer  ··· crawls live app for selectors
#   DocGen       ··· writes structured test cases
#   ScriptGen    ··· produces reviewed pytest scripts

# Step 3 — Dashboard → Run Test Plan
#   36 tests · agents analyse results automatically
Locator Healing Strategy
1
Primary Locator
data-testid, aria-label — most stable selectors
Active
2
Alternative Locators
id, name, placeholder, CSS path
Fallback
3
AI Healer
LocatorHealerAgent re-discovers from live DOM
Auto-heal
Human approval required before healing is committed
Self-Healing Locators

Tests that survive UI changes

When a locator breaks, SentinelFlux VigilQA tries ranked alternatives before failing. If all fail, the LocatorHealerAgent re-discovers the element from the live DOM and queues a patch for human approval — so you fix broken tests, not broken code.

  • AppExplorerAgent pre-generates locators/web/*.json with real DOM selectors
  • Selectors ranked by stability: data-testid > id > name > aria-label
  • Approvals queue in the dashboard — AI suggests, you decide
Post-Suite AI Analysis

10 AI agents analyzing
every test run

After every run, SentinelFlux VigilQA automatically classifies failures, detects flaky tests, guards against regressions, finds coverage gaps, and heals broken locators — so you know exactly what needs attention before shipping.

ResultAnalyzer
FlakyDetector
RegressionGuard
CoverageGap
LocatorHealer
AppExplorer
DocGen
DocReview
ScriptGen
ScriptReview
AI Analysis — After Run
test_login_invalid_credentials Product Bug

Error message not shown after invalid login — assertion failure on element visibility. Likely introduced in v2.3.1.

test_employee_search Flaky — Script

Failed 3 of 5 recent runs. Search input locator may need updating. Healing suggestion queued for approval.

Coverage Gap Detected 43 API scenarios

KB contains 43 API scenarios not covered by any test. Generate docs and scripts?

See it in action

From knowledge base to analyzed test results — no manual test writing required.

knowledge_base / orangehrm / application.yaml
Knowledge Base
📁 orangehrm/
📄 application.yaml
📄 ui_pages.yaml
📄 api_specs.yaml
app.sentinelflux.in › orangehrm › Generate Tests
app.sentinelflux.in › orangehrm › Run Test Plan
Quality Dashboard — app.sentinelflux.in
Pass Rate
0%
Tests Run
0
AI Agents
0

Simple, transparent pricing

Start free. Scale as your team grows. No hidden fees.

Free Trial
14 days
No credit card required
  • Full Pro access during trial
  • All 9 testing modules
  • All 10 AI agents
  • Compliance Reports (SOC 2, ISO 27001, GDPR)
  • Hosted dashboard
  • CI/CD integrations
Start free trial
Most popular
Pro
$49 /seat/month
Cloud hosted · billed annually
  • Unlimited projects
  • All 10 AI agents included
  • Compliance Reports — SOC 2, ISO 27001, GDPR (3/month)
  • Hosted dashboard at app.sentinelflux.in
  • CI/CD integrations
  • Priority email support
Start free trial
Enterprise
Custom
Tailored to your team
  • Dedicated private cloud instance
  • Unlimited compliance reports + branded PDF
  • SSO / SAML integration
  • Air-gapped / local LLM support
  • SLA + dedicated support
  • Custom integrations
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Real-world impact

What SentinelFlux VigilQA saves your team

Test automation without the maintenance burden. Here's what teams consistently gain after going live.

80%
less time on test maintenance
LocatorHealer and auto-regeneration handle the day-to-day upkeep that normally falls to QA engineers.
3×
faster bug detection
Bugs caught in CI cost 10–100× less to fix than bugs found in production. Every commit gets full regression coverage.
<1 day
to first live test suite
Connect your app, build a Knowledge Base, and approve the first batch of generated scripts — all in a single session.
$0
in test writing cost
No dedicated test engineers needed for script authoring. Your team focuses on what to test; SentinelFlux VigilQA writes and maintains the code.

Before SentinelFlux VigilQA

  • QA engineers spend 60–70% of sprint time maintaining broken tests instead of building coverage
  • New features ship without tests because writing scripts takes longer than the feature itself
  • Flaky tests erode confidence until entire suites are disabled before releases
  • Hiring QA automation engineers costs $70k–$130k/year per seat — and they're hard to find

After SentinelFlux VigilQA

  • Every feature ships with automatically generated test coverage — defined in the KB, written by agents
  • Broken locators are automatically healed and queued for approval — no manual selector hunting
  • FlakyDetector identifies unstable tests before they erode CI confidence — stability scores per test
  • Pro plan at $49/seat/month — fraction of the cost of a dedicated QA automation hire

Frequently asked questions

Does SentinelFlux VigilQA require me to write test code?
No. You describe your application in a YAML knowledge base — forms, fields, APIs, rules — and SentinelFlux VigilQA generates fully executable pytest scripts. You review and run; the AI writes the code.
Which LLMs does SentinelFlux VigilQA support?
SentinelFlux VigilQA supports Anthropic Claude and Mistral as cloud LLM providers. For air-gapped or local configurations it supports Ollama with Qwen and other local models. Enterprise plans include custom LLM integrations and a dedicated cloud instance.
What happens when a UI locator breaks?
The 3-tier self-healing strategy kicks in automatically: first trying alternative selectors, then using the LocatorHealerAgent to re-discover the element from the live DOM. Proposed fixes are queued in the Approvals dashboard for your team to review before being committed.
How does it integrate with my existing CI/CD pipeline?
Add a single API call or webhook trigger to any CI/CD step — GitHub Actions, GitLab CI, Jenkins, or any pipeline tool. SentinelFlux VigilQA's REST API accepts a run trigger, executes the test plan on managed infrastructure, and pushes results to the dashboard automatically. Slack and webhook notifications are configurable.

Start shipping with confidence today

Join the teams using SentinelFlux VigilQA to automate their QA. Free to start, no credit card needed.

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The SentinelFlux VigilQA Ecosystem

More than a test runner

SentinelFlux VigilQA ships alongside a growing set of companion tools. Use them independently or connected.

SentinelFlux VigilQA
AI Test Automation
You are here

Generate test suites from your knowledge base, run them in CI, heal broken locators automatically, and get AI-powered failure analysis after every run.

9 test modules 10 AI agents CI/CD integration
SpecVault
API Contract Registry
New

Publish OpenAPI specs, version them, and automatically detect breaking changes between releases. Subscribers get notified before consumers break.

Breaking change detection Version history Subscriber alerts
Learn more
SentinelFlux VigilQA AI
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