#CodeBase

Real-SWE benchmarks frontier AI models on private production codebases licensed from real companies. Eight model and harness configurations, ten tasks, 640 scored rollouts.

Buz This is my WIP fork of Bun, based on the last commit before their Rust rewrite. It is still very early in its development and is nowhere near ready for production.…

Transition from monolithic to monorepo architectures with Vercel. Explore feature flags for safe releases, incremental builds for quick iterations, and skew protection for version consistency to ease codebase management and speed up development.

Many teams still test their software by having a person click around in a staging environment and...

No one sets out to build a messy codebase. Every project starts clean. Clear structure Good...

I built SigMap in April. By May 5 it had 93 stars — growing slowly through organic discovery. Then...

We had ~400 utility functions scattered across dozens of files in our Angular codebase. No naming...

From Dev.to - webdev: Why Most AI-Generated Codebases Accumulate Invisible Technical Debt Faster Than Expected

Typing out code is already the old way. The other day, I stumbled upon this post titled, I'm Coding...

Hi community!!! Today, I want to share something with you, you might know (or not) that whilst your...

Reproducible experiment: AI agents using LSP consume 5-34x fewer tokens than grep across 5 codebases. 92-99% of grep results are false positives.

Small projects forgive a lot. When the codebase has ten components and two developers, inconsistency...

Most people don't notice their AI coding agent gets worse as their codebase grows. Not because the...

From Dev.to - rust: How We Refactored 100k LOC of Python 3.15 to Rust 1.86 and Cut CPU Usage by 55% at a Fintech Startup

This post is going to be a long one. I figured if I'm going to write about the two months that led up...

Originally published at norvik.tech Introduction Dive into harness engineering and...

I've spent the last several months watching a Claude-based agent read a production Rails codebase —...

Every time we hired a new developer, the same nightmare started. Week 1: "Alex, how does this...

Introducing BugBuddy: A Practical Tool for Managing Codebase Bugs As developers, we've all...

AI can generate code faster than any human, but it offloads hidden maintenance costs. Here's what the demos don't show about jelly code, the 80/20 trap, and keeping your codebase maintainable.