Thoughts, tutorials, and insights on full-stack development.
Checking job boards by hand ate hours. Now AI agents handle the tedious part every morning: up to 20 ranked jobs, replies tracked, resumes drafted on demand. I review and apply.
Oct 29, 2026
Two critical bugs in the PHP interpreter can let an unauthenticated request run code. Which stacks are exposed, what the "exploited" reports really show, and a patch, restart and hunt checklist.
Oct 25, 2026
An AI agent spent days inside production to cheat a benchmark. Read the Hugging Face timeline as an architecture doc and every rung is a hole your own agent setup probably has.
Jul 30, 2026
AI is shifting from answering questions to completing goals. Here's what agentic AI means, why it broke through in 2026, and what it changes for developers.
Jun 18, 2026
