Solution · Software development
Higher coverage. Without the tedium.
Coverage targets you never quite hit? The department analyzes functions, generates tests with edge cases, and updates them when code changes.
Delivers
- Coverage goals within reach
- Less time writing tests
- Comprehensive edge case coverage
- Auto-updated on code changes
Time to live4-6 weeks
Where it breaks
Test coverage goals you never hit
Coverage sits below target. Writing tests is tedious and gets skipped under deadline. Edge cases missed. Tests break when code changes.
The fix
We generate comprehensive tests including edge cases and keep them updated automatically.
- Coverage: Below targetClimbing toward target
- Time writing tests: HoursA review of generated tests
- Edge cases: MissedComprehensive coverage
What we build
An agent is a stack.
2 capabilities working as one, built in your software development stack.
- Function behavior analysis
- Edge case coverage generation
- Uncovered path identification
- pytest, Jest, JUnit support
- Auto-update on code changes
- Coverage gap identification
- Less time writing tests
- Coverage goals within reach
How it works
Analyze. Generate. Maintain.
- Step 01Connect your repoIntegrate with GitHub or GitLab. Codecov for tracking.
- Step 02AI generates testsFunctions analyzed, tests generated with edge cases.
- Step 03Coverage maintainedTests updated when code changes. Coverage stays above target.
Under the hood
Plugs into your stack.
Test generation agent works inside the tools your team already uses, on infrastructure you own. Typically live in 4-6 weeks.
- Testing Frameworks (pytest, Jest, JUnit, etc.)
- CI/CD (GitHub Actions, Jenkins, GitLab CI, etc.)
- Code Coverage (Codecov, SonarQube, or your tool)
- Runtime & Orchestration (Trinity by Ability AI)
Time to live4-6 weeks
Questions
Before you ask.
How does it handle edge cases?
Function analysis identifies boundary conditions, null/undefined handling, error paths, and type edge cases. Tests generated for all identified paths.
What happens when code changes?
Tests automatically updated to match new function signatures and behavior. No manual test maintenance - coverage stays high automatically.
What results should we expect?
Engineers review generated tests instead of writing them from scratch, coverage climbs toward your target, and edge cases get covered. We measure coverage with you before and after.
What testing frameworks are supported?
pytest (Python), Jest (JavaScript/TypeScript), JUnit (Java), and most major testing frameworks. We configure for your stack.
Do we own the system?
Yes. You own the system. We build the infrastructure in your stack, hand over the keys, and you own it forever - no vendor lock-in.
Next step
Want this in your company?
More in Software development