Auditing My Open-Source Project With 26 AI Agents: Real Findings
26 AI agents comb through my PHP media server in parallel: one vulnerability found, a bug my own fix introduced, and the best lesson — knowing when to stop.
Lessons learned, problems and solutions
26 AI agents comb through my PHP media server in parallel: one vulnerability found, a bug my own fix introduced, and the best lesson — knowing when to stop.
What the neuroscience of learning says about coding with AI: cognitive debt, the illusion of competence, and the 4 mechanisms to actually retain instead of copy-pasting.
The best way to learn SQL: hands-on, in the right order (SELECT, filters, aggregates, joins, then security). Plus a free interactive course to practice.
Which book to learn Go in 2026? An honest developer's take: Learning Go, The Go Programming Language, Let's Go, 100 Go Mistakes, and the free path that may be enough.
The Pass Commerce et Artisanat in Bourgogne-Franche-Comté reimburses 30% of your web project (up to EUR 7,500). Eligibility, CCI/CMA process, common pitfalls.
How to use Claude to learn JavaScript without becoming dependent: closures, event loop, async/await — the workflow to understand before copying.
How to use Claude to learn PHP without becoming dependent: PHP 8.3, PDO, type hints, Composer — the workflow to understand before copying.
How to use Claude to learn Python without becoming dependent on AI: concrete workflow, effective prompts, progressive exercises and the traps to avoid.
ShareBox v5 adds auto-detected GPU transcoding (Intel VAAPI, NVIDIA NVENC, Raspberry Pi), Continue Watching, and 52 Playwright e2e tests. Lightweight Plex alternative, 25 MB RAM, zero config.
€8,200 paid to a local agency, code delivered from Dhaka. Honest, openly biased breakdown of the agency vs freelance choice in Besançon: myths, real criteria, 5-question decision grid.