The Danger of AI 'Vibe Coding' in Production: The Illusion of Competence
AI coding tools are powerful, but unsupervised use on production systems creates an illusion of competence and serious long-term risk.
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Preparing Documents with Docling for CAG, RAG, and Embedding Pipelines
A practical guide to converting, chunking, and ingesting documents for CAG, RAG, and hybrid AI knowledge systems.
How LLMs Come Into Being: A Beginner-Friendly Guide to Data, Tokens, Training, and Inference
A beginner-friendly but detailed guide to how large language models are built, trained, aligned, and run in production.
ARIA vs Semantic HTML: Practical Accessibility Patterns for Dialogs and Chat UIs
A practical guide to when ARIA is necessary, what common attributes mean, and where semantic HTML should be your first choice.
How I Started Coding by Voice Prompts (and Why I Still Press Enter Manually)
How remote work made voice-first coding practical for me, where it breaks down in open offices, and why I still review every transcribed prompt before sending it.
Using Lefthook to Manage Git Hooks Across a Team
Use Lefthook to version, share, and speed up Git hooks so checks run consistently for every developer.
Why Playwright Seems to Be Winning Over Cypress for End-to-End Testing
A practical comparison of why teams are adopting Playwright faster than Cypress for modern E2E testing, and when Cypress is still a good fit.
Preventing Alpine.js Memory Leaks with destroy() Cleanup
Use explicit init/destroy lifecycle patterns to prevent duplicate listeners, orphaned observers, and runaway pollers in Alpine.js components.