DHH's Agent-First Workflow, AI Knowledge Management, and the Coding Paradigm Shift
Published on 08.04.2026
DHH's New Way of Writing Code: Agent-First Development
TLDR: DHH has shifted from typing all his own code to running an "agent-first" workflow with multiple LLMs operating in parallel — a fast model (Gemini 2.5) and a powerful model (Opus) — while he reviews diffs through neovim and lazygit. He barely writes code by hand anymore but maintains the same quality standards.
DHH's new way of writing code — Pragmatic Engineer
Building Tolaria: Knowledge Management for the AI Age
TLDR: A developer is building Tolaria, an open-source personal knowledge management app designed specifically for AI agent collaboration — fetching meeting summaries, processing voice notes, splitting articles into atomic ideas, and suggesting content based on knowledge graph connections.
Updates to my AI Coding Workflow — Refactoring.fm
You Can't Gentle Parent Your OpenClaw Bot
TLDR: Managing an AI agent like a person — with empathy, patience, and rephrased kindness — is a recipe for silent failures. AI agents have no emotional subtext; they operate on files. If an instruction isn't persisted to SOUL.md, MEMORY.md, or the daily logs, it doesn't exist.
You Can't Gentle Parent Your OpenClaw Bot — Kilo Blog
Run Out to Meet It: Charity Majors on AI and the Engineering Reset
TLDR: Charity Majors spent a year telling engineers they needed to learn to code to stay relevant. Then, in about three months, that advice became obsolete. Nobody has a head start anymore — everybody's ignorance has been reset to zero.