5,543 anti-pattern specs. 22 languages. Three-tier remediation. AST-level pattern matching gives us the precision of a compiler with the breadth of a linter — meet the engine.
Today we are launching TrueMend — a deterministic-first code quality engine that finds anti-patterns via AST analysis and fixes them automatically.
Why Deterministic-First?
Most code quality tools either rely on regex (fast but imprecise) or LLMs (flexible but unpredictable). TrueMend takes a different approach: AST-level pattern matching powered by ast-grep gives us the precision of a compiler with the breadth of a linter.
What Makes TrueMend Different
5401 anti-patterns across 22 languages. Not just style issues — we detect runtime safety problems, concurrency bugs, error handling gaps, and AI code smells.
Three-tier fix methodology. Every fix is classified by safety: deterministic patches are auto-applied, cataloged refactors are bounded, structural rewrites require human review.
MCP-native. No SaaS dashboard, no Docker container. TrueMend runs as an MCP server inside your IDE. Your AI assistant calls it directly.
74MB standalone binary. One file. No dependencies. Works offline.
Work With Us
Want to see what TrueMend finds in your codebase? Book a demo or check out our case studies to see real results.