Reading up on Geoffrey Huntley
7 deep · digging since jan 08
- if your team is too busy doing their 'normal job' to experiment with AI, you're preparing them to be replaced
Managers must prioritize AI experimentation for their teams or risk rendering them obsolete, as AI skills have become essential for job security in 2026.
- if your team is too busy doing their 'normal job' to experiment with AI, you're preparing them to be replaced
Managers must allow teams time to experiment with AI, or they risk leaving employees unprepared and vulnerable to replacement in today's market.
- everything is a ralph loop
The author claims that modern software development has shifted from incremental brick‑by‑brick coding to autonomous Ralph loops, enabling self‑healing, LLM‑driven software factories that render traditional programming obsolete.
- snarktank/ralph: Ralph is an autonomous AI agent loop that runs repeatedly until all PRD items are complete.
Ralph is an autonomous AI agent loop that repeatedly runs Amp or Claude Code to implement PRD items until all are marked complete, using git and progress files for memory.
- /goal: The Six-Hour Codex Run That Survived a Five-Hour Pause | Blog
Codex CLI v0.128.0 introduces /goal for persistent, auto-resuming AI sessions that survived a 6.75-hour run with 41 minutes compute.
- Software as clay on the wheel
Autonomous AI coding agents become reliable when tasks have clear, testable success criteria, shifting human oversight from implementation to specification and validation.
- GitHub - muratcankoylan/ralph-wiggum-marketer: A Claude Code Plugin that provides an autonomous AI copywriter.
This Claude Code plugin provides an autonomous AI copywriter that uses an iterative loop to generate and publish SaaS content marketing.