5 Engineering Loops I'd Actually Run with Codex
Engineering loops are where Codex stops being a scheduler and starts acting like an operational teammate.
I break down the five loops I actually run, the shared structure underneath them, and where I keep the human judgment boundary. You’ll see how I use Codex to review dependencies, releases, docs, meeting prep, and decision drift without pretending the agent should own the whole workflow.
Rolling out AI coding workflows across a team?
I help engineering teams turn Claude Code and agent workflows into production practice.
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Claude Code Agent View: One Screen for Every Background Session
Anthropic's new way to dispatch and manage many Claude Code sessions from one screen — what each row tells you and the shortcuts I use day-to-day.
I Hit My Claude Code Limit and Tried Codex
After two weeks running Codex CLI as my daily driver, I didn't switch from Claude Code — I split. Here's how to share your setup across both tools.
Karpathy's LLM Knowledge Base, Wired Into a Real Agent
How to build Karpathy's LLM knowledge base into a production AI agent using Claude Code plan mode, an Obsidian vault, and a local LLM.
Automate Everything With Claude Code Channels and Webhooks
Claude Code Channels let you connect your coding sessions to Telegram, Discord, webhooks, or any custom UI — here's how they work.
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