I gave an AI agent one prompt and scored the codebase after every commit. Health 50 to 61, 10,000 lines gone, and a hard stop ...

Grab migrated its high-volume Counter Service from a wide column database to Aerospike using storage abstraction, shadow ...

ConclusionWhen refactoring an old Python app with Codex, the first thing you should ask for is not a code rewrite. The safe ...

When asking an AI to "clean up this code," what you should prepare in advance are the scope of changes allowed and the method ...

BNG is de vierde grootste bank van Nederland en gedreven door maatschappelijke impact. Onze focus ligt op het verstrekken van financieringen die bijdragen aan een socialer, duurzamer en toekomstbesten ...

Discover the best programming books in 2026 for software engineering, algorithms, system design, interviews, refactoring, and ...

Cardano released Mesmo, a native shared library bringing core blockchain operations to Python, Go, Rust, and JavaScript without requiring a Java ...

Spaghetti code is hard to work with because its logic is tangled. A function in Python can handle several related steps and still be perfectly readable. Problems start when different responsibilities ...

Lily Mara explains how to avoid high-risk software rewrites through incremental FFI refactoring. She shares how engineering teams can replace Python bottlenecks with Rust via PyO3, demonstrating how ...

We traced a frontier model through fifteen C# refactoring tasks and counted what it reached for. It piped text into interactive commands 468 times. It called git 422 times and sed 392 times. It ran ...

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The LLM-REPL Pipeline is a system designed to automate the process of code generation, evaluation, and refactoring using Large Language Models (LLMs) and a Python REPL. This pipeline aims to enhance ...