AIDE: an LLM agent for machine learning engineering - the research Weco grew out of. Referenced in OpenAI MLE-bench.
turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.
A code generator for array-based code on CPUs and GPUs
SuperSonic, a new open-source framework to allow compiler developers to integrate RL into compilers easily, regardless of their RL expertise.
AlgoTune is a NeurIPS 2025 benchmark made up of 154 math, physics, and computer science problems. The goal is write code that solves each problem, and is faster than existing implementations.
Autonomous multi-agent framework to optimize scientific software
AI code generation and improvement
Agent-powered iterative optimization: put an AI agent in a verified improvement loop.
Autonomous pipeline that finds energy and CO₂ hotspots in any codebase and ships efficiency fixes proven by embedded statistical A/B testing, correctness gates, and integration tests reverse-engineered from the real system.
The Intelligent Code Refactoring Transformer for Python
Open-source evolutionary coding agent: LLMs discover and optimize algorithms through iterative evolution. Compounding memory, adaptive model selection, multi-language.
Scan any codebase for O(n²) hotspots, N+1 queries, and complexity issues — works with 13+ AI coding agents
Agent-native evolutionary optimization. Say the goal in english, evolve code toward a measured target with a population of coding agents.
Elution is a skills-native, timer-bound AI research loop for benchmark-driven code optimization. Subagents research, propose, review, implement and measure until the deadline, with local BM25 memory.
A practical showcase of AI-assisted coding using PStruc and ChatGPT, highlighting iterative development and project optimization across three versions with detailed documentation of changes.
Compiler Design Experiments
A compiler for a simple language
This is a pure compiler based language developed using Python.
Minipy3 is a powerful Python 3 code minimizer and compressor. It reduces script size by rewriting the Abstract Syntax Tree (AST), consolidating imports, and optimizing integers. It features advanced payload compression using lzma, zlib, and Base85 encoding. Includes a CLI tool and Python API for seamless integration into deployment pipelines.
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