AI-assisted self-review — what it speeds up, where it falls short
Not the 'why' but the 'how much': which workflow layers the tool plugs into, the bug patterns it keeps catching, and where it hits its limits.
Blog
Articles & Content
My writing, videos and posts across platforms on software architecture, PHP, DevOps and product development. (Page 6/33)
Asking a Tool to Review My Own Diff — Why I Built CommitBrief
One afternoon I hit the limits of self-review, so I wrote a tool that audits my own diff without leaving the terminal: CommitBrief.
Which Methodology for Which Project? — Notes from an 18-Year Developer
Waterfall, Agile, or Hybrid? Wrong question. A decision matrix from 18 years of production, three real cases, and a way out of methodology religion.
Is PHP Dead? The 2026 Picture, by the Numbers
A view from 18 years of PHP: the 2026 state of the language through W3Techs, Stack Overflow, JetBrains and Packagist data — weaknesses included.
Git in Production: A Senior Engineer's Practical Guide
From workflow selection to bug hunting with bisect, rebase discipline, worktrees, and signed commits — things I noticed after years of using Git.
PHP Constants, Enums, and Readonly: One Decision Tree for 10 Tools
From define to asymmetric visibility — a three-axis mental model and a concrete decision matrix for getting immutability right in modern PHP.