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Practical guides

Why a Company Might Need Codeflash for Its Python Code

A company needs Codeflash when its Python code runs correctly but wastes money or speed—typically visible as a cloud bill that can be cut by 40–90%, …

How a Codeflash Engagement Runs

A Codeflash engagement is a scoped performance-engineering service, not a self-serve tool signup. You pick a target — infrastructure cost, p99 latenc…

What Performance Outcomes Can Codeflash Deliver?

Codeflash targets four measurable outcomes — infrastructure cost, latency, memory, and throughput — and backs them with benchmarked, correctness-veri…

How Codeflash Optimizes Python Code While Ensuring Correctness

Codeflash uses an AI agent to generate candidate optimizations for your Python code, benchmarks each candidate to find the fastest version, and verif…

What Is Codeflash and What Does It Do?

Codeflash is a performance-engineering service for Python codebases. An AI agent (codeflash-agent) searches for faster versions of your code, benchma…