> For the complete documentation index, see [llms.txt](https://stackpi-intelligent.gitbook.io/stackpi-intelligent/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://stackpi-intelligent.gitbook.io/stackpi-intelligent/alpha-codium/what-is-alphacodium.md).

# What is AlphaCodium?

Our vision for the next generation of intelligent software: Helping AI think through complex coding challenges

AlphaCodium is StackPi Intelligent first research towards multi-agentic solutions that help AI navigate complex code.

[![](https://iqooz-gen.gitbook.io/~gitbook/image?url=https%3A%2F%2Fgithub.com%2Ffluidicon.png\&width=300\&dpr=4\&quality=100\&sign=3e59d579\&sv=2)GitHub - Codium-ai/AlphaCodium: Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""GitHub](https://github.com/Codium-ai/alphacodium)GitHub Repository

AlphaCodium addresses the unique challenges of code generation tasks, which require precise syntax, edge case handling, and detailed problem specifications.

It benefits from a test-based, multi-stage, iterative flow. Our approach significantly improves LLM performance, demonstrated by a rise in GPT-4 accuracy from 19% to 44%.