AI-powered tools that save hours of manual work
CasePilot and BugPilot integrate directly into Azure DevOps. Generate test cases, enhance bug reports — in seconds, not hours.
The problem
QA engineers spend 30-50% of their time on repetitive test case writing
Copy-pasting templates, thinking up edge cases, formatting steps — it's the work nobody loves but everyone needs. What if AI could handle the repetitive part, so you focus on what actually matters?
Before — Manual
- ✕ 30-60 min per user story for test cases
- ✕ Negative and edge cases often missed
- ✕ Inconsistent format across team members
- ✕ No quality scoring or coverage guarantee
After — CasePilot
- ✓ Under 30 seconds per user story
- ✓ Positive, Negative, Edge cases every time
- ✓ Consistent, automation-ready output
- ✓ Quality score 9/10 with two-pass AI
Tools built for Azure DevOps
Install directly from VS Marketplace. Start generating in under a minute.
CasePilot
Free tierAI Test Case Generator — turn user stories into comprehensive test cases in seconds
- Two-Pass AI Quality — generates, then reviews and improves
- Positive / Negative / Edge Case categorization
- Project Knowledge — reads your tech stack and conventions
- Non-overlapping regeneration — never duplicates test cases
BugPilot
Free tierAI Bug Report Enhancer — transform vague bug reports into actionable tickets
- Structured reproduction steps from vague descriptions
- Severity assessment with AI-driven justification
- Missing information detection and actionable checklist
- Assumption marking — clearly separates inferred vs stated info
Two-pass AI for higher quality
Most AI tools generate once and ship. CasePilot generates, then reviews — like a code review for test cases.
Your User Story
Select any work item in Azure DevOps. CasePilot reads the title, description, acceptance criteria, and your project context.
Worker Generates
The Worker AI creates comprehensive test cases covering Positive, Negative, and Edge scenarios with concrete test data.
Judge Reviews
A second AI pass reviews every test case for quality, coverage gaps, and overlap — scoring each generation 1-10.
Average quality score
Every generation gets a transparent quality score. You see exactly how good the output is before using it.
Simple, transparent pricing
Start free. Upgrade when you need more test cases.
All plans include
REST API
Also available as an API
Integrate AI test case generation into your CI/CD pipeline, GitHub Actions, or any tool. Same two-pass quality, accessible via REST.
- GitHub, Linear, Shortcut integrations
- CI/CD pipeline automation
- JSON response, easy to parse
curl -X POST https://api.iklab.dev/api/generate \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"title": "User login with SSO",
"description": "As a user I want to login via SSO",
"categories": ["positive", "negative", "edge"]
}'Trust
Built by a practicing QA engineer
Not another generic AI wrapper. IK Lab tools are built by someone who writes test cases every day and knows what good coverage actually looks like.
Years of QA experience behind the product
Tests covering the codebase
Extensions on VS Marketplace
Roadmap