Engineering Intelligence Platform · Go & Java/JVM
Know what your code
actually does.
Vokt builds a verified behavioral model of your codebase — blast radius, risk scores, guard conditions, and architectural drift — from compiled code. Deterministic. No LLM.
AI writes code without understanding behavior. Your diff tool shows lines changed, not contracts broken. Your SAST tool finds vulnerabilities, not missing guardrails.
Behavioral diffing
See which guards, mutations, and error paths changed between commits — not just which lines moved. Guard removals and contract breaks are flagged with severity before merge.
Blast radius
Every function gets a confidence-weighted blast radius — conservative, weighted, and upper-bound. Know the downstream impact and how much to trust the number.
Risk scoring
Composite scores from 0–100 that show their full breakdown — blast radius, hub centrality, churn, bus factor. Never a black-box number. Calibrate weights to your team.
Architecture governance
Define boundary rules. Vokt checks every PR against them and reports violations with exact locations. CI-ready with --fail-on.
AI-assisted development
Give your AI assistant behavioral context. Validate every change it makes.
AI coding tools see syntax. They don’t see that a function has 30 callers, that a guard protects a payment flow, or that removing a check breaks a compliance control. Vokt injects behavioral context into AI assistants via MCP before they suggest changes, and validates the behavioral impact after.
Compiled-code analysis with full type resolution
Your code never leaves your environment
Same input, same output, every time. No LLM in the analysis path
Plugs into your pipeline with structured output and fail gates
Stop shipping behavioral regressions.
See what your code actually does. Catch what tests miss. Know the blast radius before you merge.