80%+ coverage. Without the tedium.
Target 80%, stuck at 50-60%. AI analyzes functions, generates comprehensive tests with edge cases, and updates them when code changes.
Test coverage goals you never hit
Target 80%, actual 50-60%. Writing tests is tedious and gets skipped under deadline. Edge cases missed. Tests break when code changes.
We generate comprehensive tests including edge cases and keep them updated automatically.
Analyze. Generate. Maintain.
Connect your repo
Integrate with GitHub or GitLab. Codecov for tracking.
AI generates tests
Functions analyzed, tests generated with edge cases.
Coverage maintained
Tests updated when code changes. Coverage stays above target.
Results
| Before | After |
|---|---|
| Coverage: 50-60% | 80%+ achievable |
| Time writing tests: Hours | 50-70% reduction |
| Edge cases: Missed | Comprehensive coverage |
Industry benchmark
AI code assistants show highest utility for unit test generation. 90% of developers report reduced task completion time. Developers complete 63% more tasks per sprint with AI assistance.
Technology
Tech stack
Build time
4-6 weeks
What our clients say
"Working with Ability.ai helped us streamline parts of our customer support and community management. Their automation tools saved our team time and made our processes more efficient."
Boiko Dmytro
COO
HOLYWATER
"Omg this is insane what you've done with the MVP without much direction from me. I appreciate the depth of your work and see so much long term work together."
Erik
NutraDirect
"From day one, Ability.ai brought a thoughtful, results-first approach to our partnership. They quickly understood our goals, proposed pragmatic solutions, and moved implementation forward with minimal friction. Their responsiveness and domain expertise have improved both our team’s efficiency and the impact of our campaigns."
Mike Rizzo
VP Sales
MarketingOps
Ready to get started?
Book a strategy call. We will scope your project in 30 minutes.
How we get there
Discovery call
30-minute conversation to understand your pain points and current workflow.
Scoping & proposal
We define the deliverables, timeline, and fixed cost for your starter project.
Build & iterate
We build, test, and refine with your team. You see progress every week.
Handover & scale
You own the system. No subscriptions. Scale to more solutions when ready.
Fixed-cost starter project. No platform fees. You own everything.
Questions about test generation
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's the ROI?
Engineering teams typically save 50-70% of test writing time (5-10 hours/week per engineer). For 15 engineers, that's 3,900-7,800 hours/year = $350K-$700K in capacity. Plus 80%+ coverage reduces production bugs by 30-40%.
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. No platform fees. We build the infrastructure in your stack, hand over the keys, and you own it forever.