Connect your repo. Get confidence scores, trend analysis, and specialized AI agents that understand your project's history — not just its code.
Well-structured architecture, strong test coverage. One vulnerable dependency unresolved for 2 scans.
Connect a repo, trigger a scan. Agents handle the full lifecycle while you stay in control at every review gate.
Weighted scores across code quality, test coverage, dependency health, security, and documentation. Watch them trend over time.
Not just "your score is 74" — but whether it's been climbing or slipping over the last 30 days. Metrics that actually mean something.
Every push triggers a scan automatically. Or run on-demand. Always know where your codebase stands at the latest commit.
GitHub today, GitLab and Bitbucket soon. Deploy via GitHub Actions, Docker/SSH, or Coolify. Monitoring via built-in health checks or your existing APM.
Agents propose, you approve. Every implementation, every deploy. You're the guide — they do the work.
Your code stays yours. Run thkiln on your own infrastructure, or use our hosted platform. Single Docker Compose to get started.
Every other platform starts cold. Each agent run is a stranger reading your code for the first time.
thkiln builds a persistent memory of your codebase — architectural decisions, team preferences, known debt, past choices. By scan #10, it's not analyzing your repo. It's a member of your team.
Each agent is specialized for its domain — different system prompt, different tools, different context. Generic agents produce average results. Specialized agents produce good ones.
System design, cross-cutting decisions, dependency analysis
APIs, services, database, business logic, migrations
Components, routing, state, UX, build optimization
Test coverage, test writing, integration and E2E validation
CI/CD, Docker, infrastructure, secrets, config
Code review, security analysis, quality gates
Breaks work into tasks, estimates effort, orders dependencies
Post-deploy health checks, anomaly detection, auto-rollback
Leave your email and we'll let you know when thkiln is ready. No spam — just one message when the doors open.