Documentation Index
Fetch the complete documentation index at: https://kai.dria.co/docs/llms.txt
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Welcome to Kai
Your newest engineer never sleeps. Kai is an always-on AI codebase engineer that finds and fixes vulnerabilities, optimizes performance through evolutionary research, and keeps your code clean. Every change lands as a PR with proof, not a confidence score.Quick Start
Get Started
Install the VS Code extension and run your first analysis in minutes
Kai Security
Adversarial testing with proof-of-concept verification
Kai Evolve
Evolutionary search that discovers faster implementations
Platform
Web dashboard, VS Code extension, MCP server, and integrations
Three Core Capabilities
Find & Fix
Adversarial security testing with proof-of-concept verification. Every vulnerability is proven in a sandbox before Kai reports it. Zero false positives. Patches ready to merge. Learn more →Optimize & Evolve
Evolutionary search that discovers faster implementations. Profiles hotspots, benchmarks alternatives, delivers the winner. Real benchmark validation across hundreds of autonomous iterations. Learn more →Clean & Simplify
As codebases accumulate AI-generated code from different agents and sessions, entropy grows. Kai fights it continuously with dead code removal, duplicate detection, pattern unification, and architectural simplification. (Coming soon)Why Kai?
Most security tools scan for patterns and dump a PDF report. Most profilers flag hotspots and leave you to fix them. Kai is different:- Proof, not confidence scores: Every finding includes working exploit code or real benchmark data
- PRs, not dashboards: Changes land as pull requests with evidence attached
- Builds context: Learns your architecture, conventions, and patterns over time
- Gets smarter: The longer Kai runs, the more it knows. The more it knows, the faster your team ships