Ralph Wiggum loops with Codex: run iterative agent passes until done
How to adapt the Ralph Wiggum loop pattern popularised in Claude Code to Codex using repeatable, bounded non-interactive runs.
Blog posts tagged
AI Page 1
Using Agent Skills with AI Agentic Coding: A Practical Workflow
A practical guide to structuring skills so AI coding agents produce faster, safer, and more reproducible software delivery.
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.
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.
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.
Git Worktrees for Parallel AI-Assisted Development
Use Git worktrees to run multiple AI coding tasks on one repository without branch-switch friction.
AGI arrived in 2025: stop arguing the label
An opinionated case that AGI effectively arrived in 2025 for mainstream knowledge work, and why arguing definitions now distracts from deployment and governance.