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.
Recent Insights Page 3
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.
My AI Coding Tools Timeline (2021/09 - 2026/02)
A practical look at which AI tools I adopted from late 2021 to early 2026 and what changed my day-to-day coding.