Convert language specs into fully functional compiler prototypes with automated test generation and intelligent optimization suggestions. Accelerate your compiler development workflow by 10x.
Everything you need to build production-grade compilers and language extensions
Intelligent parsing of language specifications in multiple formats (EBNF, ANTLR, PEG). Automatically extracts grammar rules, semantic constraints, and type systems.
Generate complete compiler infrastructure including lexer, parser, AST builders, semantic analyzers, and code generators. Supports LLVM, JVM, and WebAssembly backends.
Automatically generate comprehensive test suites covering edge cases, error conditions, and performance scenarios. Includes property-based testing and fuzzing strategies.
AI-driven analysis provides actionable optimization suggestions for parser performance, memory usage, and code generation quality. Benchmark-backed recommendations.
Extend existing languages with new syntax and semantics. Generate plugins for popular compilers and IDEs. Maintain compatibility with existing codebases.
Interactive visualization of parser state, AST structure, and compilation pipeline. Step-through debugging with syntax highlighting and error localization.
From specification to production-ready compiler in minutes
Provide your language specification in EBNF, ANTLR grammar, or natural language description. Include syntax rules, type system, and semantic constraints.
Our AI engine analyzes your spec, identifies patterns, resolves ambiguities, and determines optimal parsing strategies and code generation approaches.
Generate complete compiler infrastructure: lexer, parser, AST, semantic analyzer, and code generator. Includes error handling and optimization passes.
Automatically generated test suites verify correctness. AI provides optimization suggestions for performance, memory usage, and code quality improvements.
See CompilerSmith AI in action with a simple calculator language
See how teams use CompilerSmith AI to accelerate development
Build new programming languages from scratch. Generate complete toolchains including compilers, interpreters, and language servers for IDE integration.
Modernize legacy compilers with new optimization passes. Get AI-driven suggestions for improving compilation speed and output quality.
Create domain-specific languages for configuration, scripting, or data transformation. Embed in existing applications with minimal overhead.
Extend existing languages with custom syntax and semantics. Generate plugins for popular compilers while maintaining backward compatibility.
Join developers and researchers accelerating compiler development with AI