I've shipped both monorepo and polyrepo setups. Here are the specific team traits and constraints that actually decide which one wins for your codebase.
Laravel 12 shipped with new starter kits, a cleaner skeleton, and PHP 8.2 minimum. Here's what actually changed and why the slim release is a…
New numbers on iterative LLM self-repair: where extra tries earn their keep, where they quietly waste tokens, and the retry loop I'll actually defend.
A practical tour of React 19's useOptimistic hook with before/after code for a like button, a task list, and the gotchas I hit in production.
I rebuilt the same service in Rust and Go over a weekend. Here is what I actually reach for in 2026, with numbers, code, and…
I resisted Next.js server actions for two years. Then I rebuilt a dashboard with them and dropped my /api form routes. Here's what worked and…
A new paper tested 8 reasoning models with 14 formatting perturbations. Open-weight models lost up to 55% accuracy. Here's what that means for production use.
Go error handling doesn't have to be painful. Practical patterns for error wrapping, sentinel errors, and custom types that cut the if-err-nil noise.
PHP 8.4 property hooks replace getter/setter boilerplate with inline get and set logic. Here's how they work in practice with Laravel DTOs and value objects.
A practical look at which new open-weight LLMs you can actually run on a single workstation with llama.cpp in 2026, and which ones are just…