AI automation for development workflows
Code review agents, test generation systems, tech debt management, bug fix automation, and release documentation. Cut PR wait time 50-60%. Achieve 80%+ test coverage. Score and categorize technical debt. Validate fixes against regressions and generate changelogs automatically for every release.
Reviews stall. Tests get skipped. Debt compounds.
PRs wait 2-4 days. Seniors spend 30% of time reviewing. Test coverage stuck at 50-60%. Tech debt piles up.
We automate first-pass reviews, generate tests, and track debt. Your engineers build features.
What we build
Each solution is a focused project. Start with one, prove value, then scale.
Code review agent
Automated first-pass on every PR. Security caught, standards enforced, seniors freed.
Test generation agent
Comprehensive tests with edge cases generated automatically. 80%+ coverage without the tedium.
Tech debt management
Debt scored, refactoring PRs generated, dependencies updated. Legacy code documented.
Bug fix agent
Root cause analysis, proposed fixes, and regression validation. 50-75% faster triage.
Release management
Automated changelogs, risk assessment, and stakeholder notification. Complete docs every release.
Connect. Automate. Ship.
Connect your dev tools
Integrate with GitHub, GitLab, Jira, SonarQube, Snyk, or your development stack.
AI handles the grunt work
PRs reviewed, tests generated, debt tracked, releases documented—all automatically.
Your team builds
Engineers focus on features and architecture. Reviews faster. Coverage higher. Debt under control.
Best for engineering teams with 10+ developers
Where velocity matters.
SaaS companies with regular deployments
Shipping weekly or more. Code review is the bottleneck. Test coverage goals are aspirational.
Teams with 3+ year old codebases
Tech debt accumulating. Legacy code becoming no-go zones. Dependencies outdated.
Scaling engineering organizations
Hiring fast. Code quality can't vary by experience level. Need consistent standards at scale.
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 ship faster?
Results in 30 days.
How we get there
Discovery call
We map your development workflow, tools, and biggest bottlenecks. We identify which automation delivers fastest impact.
Standards capture
We document your coding standards, review criteria, and testing requirements. Your best practices become the foundation.
Deploy and validate
We deploy code review, test generation, and debt management. Your team tests and validates outputs.
System handover
You own the infrastructure. No platform fees. We hand over the keys and you control your data forever.
The result: engineers building, not reviewing. Higher coverage. Less debt. Faster releases.
Questions from engineering leaders
What dev tools do you integrate with?
GitHub, GitLab, Jira, SonarQube, Snyk, Datadog, Sentry, Jenkins, and most dev tools via API.
Will it catch security vulnerabilities?
Yes. The code review agent scans for security vulnerabilities, anti-patterns, and coding standard violations on every PR.
What's the ROI for engineering leadership?
Engineering teams typically reclaim 15-20% senior capacity (30% review time → 10%), ship 25-30% faster with automated first-pass reviews, and avoid 1-2 quality-related hires ($180K-$260K/year). Most teams see 200-250% ROI in year one.
How does test generation handle our specific testing framework?
We configure test generation for your framework (Jest, PyTest, JUnit, etc.) and coding patterns. Tests match your existing style and coverage requirements.
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.