---
title: "Autonomous Dev Loop Explained by Peter Steinberger"
url: https://stacklist.com/card/20ace275-112f-4680-ba21-1dc4ffd77ee0
source_url: "https://x.com/humzaakhalid/status/2065033820018266268"
stack: https://stacklist.com/stack/539051c9-e760-4bd5-a86b-ac120e4ae368
summary: "Hamza Khalid shares insights from Peter Steinberger on building an autonomous development loop using Codex and AI agents, including orchestrator skills for triage, autoreview, and autonomous code landing. The post advocates running a team of agents instead of a single chat-based interaction, outlining a self-sustaining repo workflow that eliminates manual human-in-the-loop engineering tasks."
tags: "autonomous-dev-loop, ai-agents, codex, claude, workflow-automation, software-engineering, orchestrator"
key_entities: "Hamza Khalid (person), Peter Steinberger (person), Codex (technology), Claude (technology), Autonomous Dev Loop (concept), AI Agent Orchestration (concept), Autoreview (concept)"
classification: "notes"
content_hash: "sha256:c6f7a6baa5d64859634fbc47cc6e316f68fec6750525cff0d0b720cafb51945e"
acp_version: "0.2"
token_counts_approximate: 831
visibility: public
agent_accessible: true
status: "final"
---

# Autonomous Dev Loop Explained by Peter Steinberger

Hamza Khalid @humzaakhalid Peter Steinberger just handed you the autonomous dev loop most teams are still paying engineers to do manually. this is one of the best workflows I've seen in a long time he explains exactly how to run a self-sustaining repo loop with Codex and agents: – tell codex to maintain e wake cycle – direct work to threads, not to yourself – run an orchestrator skill on top of triage + autoreview + computer use – let passing reviews land autonomously, no human in the loop if you've been using Claude for more than a month and never left the chat window, you've been using one agent when you could be running a team of them. (Repos are in the comment below) make sure to bookmark it before it gets lost in your feed the guide is in the article below Hamza Khalid @humzaakhalid Jun 11 Article 4 Engineers Just Told You to Stop Prompting. Here's What to Do Instead. In 7 days, four top AI engineers said the same thing. This article breaks down what they mean and gives you a no-code system to start today. On June 7th, a developer named Peter Steinberger posted two... 11:30 AM · Jun 11, 2026 54K Views :host{display:inline-block;direction:ltr;white-space:nowrap;line-height:var(--number-flow-char-height, 1em) !important}span{display:inline-block}:host([data-will-change]) span{will-change:transform}.number,.digit{padding:round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) 0}.symbol{white-space:pre} 1 5 number-flow-react > span{font-kerning:none;display:inline-block;line-height:var(--number-flow-char-height, 1em) !important;padding:calc(round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) * 2) 0} 15 :host{display:inline-block;direction:ltr;white-space:nowrap;line-height:var(--number-flow-char-height, 1em) !important}span{display:inline-block}:host([data-will-change]) span{will-change:transform}.number,.digit{padding:round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) 0}.symbol{white-space:pre} 2 6 number-flow-react > span{font-kerning:none;display:inline-block;line-height:var(--number-flow-char-height, 1em) !important;padding:calc(round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) * 2) 0} 26 :host{display:inline-block;direction:ltr;white-space:nowrap;line-height:var(--number-flow-char-height, 1em) !important}span{display:inline-block}:host([data-will-change]) span{will-change:transform}.number,.digit{padding:round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) 0}.symbol{white-space:pre} 2 2 7 number-flow-react > span{font-kerning:none;display:inline-block;line-height:var(--number-flow-char-height, 1em) !important;padding:calc(round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) * 2) 0} 227 :host{display:inline-block;direction:ltr;white-space:nowrap;line-height:var(--number-flow-char-height, 1em) !important}span{display:inline-block}:host([data-will-change]) span{will-change:transform}.number,.digit{padding:round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) 0}.symbol{white-space:pre} 5 9 6 number-flow-react > span{font-kerning:none;display:inline-block;line-height:var(--number-flow-char-height, 1em) !important;padding:calc(round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) * 2) 0} 596 Read 15 replies