Your always-on AI codebase engineer.
AI coding agents generate thousands of lines a day. Every merged PR is a bet that the code is secure, fast, and clean. Most teams can't audit what humans write, let alone what machines produce.
Kai doesn't just find vulnerabilities. It optimizes your hottest code paths, removes dead code, unifies duplicate patterns, and evolves faster implementations through autonomous research. It builds context about your codebase every day: your architecture, your conventions, your sacred code. Every change comes as a PR with proof, not a confidence score.
It's an engineer you onboard.
Adversarial security testing with proof-of-concept verification. Every vulnerability is proven in a sandbox before Kai opens the PR. Sandboxed exploit generation, zero false positives, patches ready to merge across 10+ languages and 20+ frameworks.
Evolutionary search that discovers faster implementations. Kai profiles hotspots, benchmarks alternatives, and delivers the winner. Fitness-function optimization with real benchmark validation across hundreds of autonomous iterations.
As codebases accumulate AI-generated code from different agents and sessions, entropy grows. Kai fights it continuously: dead code removal, duplicate detection, pattern unification, architectural simplification. (Coming soon)
| Tool Model | Engineer Model (Kai) |
|---|---|
| Scans for vulnerabilities, dumps PDF report | Security fixes with exploit proof |
| Separate profiler, linter, dead code checker | Performance optimization through evolutionary research |
| No context between runs | Builds deep context of architecture and conventions |
| Triages 300 findings, mostly false positives | Every change lands as PR with evidence |
| Dashboards and Jira tickets | PRs, not dashboards |
Kai is available through multiple surfaces:
- Web Dashboard: Manage workspaces, collaborate with your team, track analytics, and run both security scans and evolutions from any browser
- VS Code Extension: Scan code, review findings, view fix diffs, and create issues directly from your IDE
- MCP Server: Connect Claude Desktop, Cursor, VS Code Copilot, or any MCP-compatible client to access all capabilities programmatically
- Integrations: Push findings to GitHub or Linear for issue tracking
First analysis in minutes. First PR by morning.