#openai-codex

On Agentic AI Orchestration Patterns: Deterministic Loops & Graphs for Stochastic Agents

From Interactive Prompting to Goal-Driven Agentic Workflows as Code for Long-Horizon Reasoning and Execution

Nvidia Just Killed Claude and Codex. Except the Benchmarks Say Otherwise.

Nvidia’s Nemotron 3 Ultra has been circulating online with a simple pitch attached: a free, open-weight model good enough to replace Claude…

Amy again!!!

My name is Amy and I like writing as much as I like coding.

The AI Productivity Paradox: Are AI Tools Saving Time or Just Wrecking Your Code Review?

If you talk to software engineers today, you’ll hear something strange. On paper, everyone is coding faster than ever. Tools like GitHub…

ターミナルがダサいとモテない。lean-ctxをCodexに組み込む編。

私は日頃からCodexを使っています。

I made animation with Codex, without using a video model

ImageGen supplied the artwork. Python supplied the motion. Codex directed the whole process.

AI Agent Software Engineering using Codex, ChatGPT and Specifications Driven Development

Note to Readers: This article was generated using ChatGPT based on my specific instructions. I have worked with ChatGPT for the past year…

Investigating one of my favourite games from 1985

The first computer in our house was a 286 Intel PC. It was more than enough for my father’s PhD word editing needs, and could play a…

Doc-Driven Development With AI

Doc-Driven Development With AI

Properties of a Good Multi-Turn Agent Harness

A multi-turn agent harness can be understood as the system that maintains a reliable interaction loop between an agent and the environment…

Stop Chatting With Claude. Start Directing It

There is a moment every developer hits with an AI coding tool. You type a request, get code back, paste it in, and it mostly works. It…

Wenn das Modell klüger wird als die Aufgabe erlaubt, mein aktuelles Vertrauensproblem mit Claude…

Zwanzig Postings sollten übersetzt werden — Opus wollte dafür ein Skript bauen. Portugiesische WhatsApp-Nachrichten aus Brasilien…

I Built One API to Connect My Apps to Almost Any LLM Provider

Automatic fallback, model aliases, routing strategies, quota tracking, and request analytics — without rewriting the application every…

ChatGPT’s New Mac App Has Work and Codex. The Best Part Is a Six-Line File.

Skills are the only part of the new system you can own, edit and keep.

Stop Talking to Your AI. Start Delegating to It.

A new OpenAI study quietly suggests the way we measure AI is about to mislead us, and that the future of work looks less like typing and…

Codex Is Secretly Burning Through Your Quota. Here’s the Hidden Subagent Problem

If you’ve been using Codex lately and wondering… “Why is my quota disappearing so fast?” You might assume you’re simply making too many…

How to prompt GPT-5.6

A diff against the official GPT-5.5 prompt guidance, with practical examples and migration notes

Stop Burning Through Your Codex Pro Plan: A Simple Config Change That Can Cut Token Usage by 50%

Most people think they’re running out of Codex Pro credits because they’re using bigger prompts. That’s usually not the real problem.

This One Prompt Turns Codex Into an Autonomous AI Software Team

Most people still use AI coding assistants like this:

GPT-5.6 Sol vs Terra vs Luna: Which One Should You Actually Use?

GPT-5.6 Sol vs Terra vs Luna— which model to tap, where the picker hides, and how to stop burning credits.

I used ChatGPT 5.6 to help me investigate the “Make money with AI world” — is it a scam?

Is the AI side-hustle economy real, or mostly people making money by teaching others how to make money? I used /goal mode to find out

Two Rival AI Coding Agents, One Terminal: Inside the Codex Plugin for Claude Code

How an official integration lets Codex and Claude Code review, challenge, and hand off work to each other without ever leaving the same…

Coding Agents Are Stochastic — So Increase Reliability by Designing Protocol

TL;DR:

5 AI Agent Skills I Use Every Day

Everyone talks about AI coding agents. Very few people talk about how to manage them. Most developers treat Claude Code like an…

GPT-5.6 Is Not a Codex Funeral. It’s a Desk Reorganization.

Marlow was sitting on my keyboard when I first saw the GPT-5.6 announcement.

How to Turn GPT Image 2 Slides to Editable PPTX: Two Practical Workflows for Image PPT to…

GPT Image 2 slides to editable PPTX is one of the most practical workflows for people who love the visual quality of AI-generated slide…

I Was Burning My Codex Subscription on the Wrong Tasks. So I Built a Model-Routing Guard

How to keep limited Codex usage for the work that actually deserves it

Claude Code vs Codex CLI vs Copilot CLI vs Antigravity CLI: How to Cut Token Costs and Manage…

A practitioner’s comparison of Claude Code, Codex CLI, GitHub Copilot CLI, and Antigravity CLI

Uber Burned Through a Year of AI Budget in Four Months.

Uber Burned Through a Year of AI Budget in Four Months. You’re Running the Same Experiment on Your Laptop.

Prompt Engineering Is Becoming Harness Design

As AI shifts from answering to acting, the skill moves from wording the request to designing the boundary the work runs inside.

Stop Wasting Expensive AI Tokens: Use Fable 5 as the Orchestrator and Let Opus and Codex Do the…

Most developers use AI like this:

You don’t have to choose between Claude Code and Codex. You have to give them different jobs.

Every few weeks someone asks me which one to drop. Claude Code or OpenAI Codex — pick a lane, stop paying for two subscriptions, commit. I…

Goal driven development using Codex

The hype thing today (we are June 2026) seems to be loop engineering, which had its early start as Ralp Wiggum loop and is now everywhere…

How I Reclaimed 85GB on My Mac with Codex

How Codex helped me find the developer caches, Docker leftovers, and hidden app data that premium Mac cleaner apps missed.

If You Think Codex Sucks at Design, Try This One Prompt Instead

Most developers have had this experience. You ask Codex to build a beautiful landing page.

GPT-5.6 Sol and Codex MCP: What Actually Changes for Coding Agents in 2026

OpenAI’s GPT-5.6 Sol posted a record 88.8% on Terminal-Bench 2.1 last week, the benchmark labs now treat as the standard test for terminal…

Stop Writing AI Prompts: This Open-Source “Loop Library” Teaches AI Agents to Improve Themselves

We’ve all done it. You open Claude Code, Codex, Cursor, or another AI coding assistant and type something like:

Nano Banana 2 Lite with Codex

This article covers the MCP setup and configuration for using Google Nano Banana 2 Lite and underlying Gemini LLM with Codex CLI to enhance…

Codex++: Unlocking the Full Potential of Desktop AI

Akeyless is the trusted access layer for OpenAI Codex

Credentials issued just-in-time, scoped to the task, and kept outside the model’s context window — via the Akeyless Codex MCP server.

OpenAI Codex Security Patch Workflow: How Developers Move From Findings to Fixes

A security scanner that finds more issues can feel useful for one afternoon. Then the backlog grows, the team argues about false positives…

How to Give Cursor, Claude, and Codex a Map of Your Codebase — Without Burning Tokens

A practical guide to AICodeGrapher, the open-source tool that turns any repository into a compact code graph AI assistants can actually…

OpenAI Codex for Knowledge Workers: Build Reports, Decks, and Apps Without Losing Control

Codex is no longer just a coding assistant for engineers. The bigger shift is everyday knowledge work: teams are using it to turn scattered…

OpenAI Just Made Desktop Automation 10x Easier Meet Codex Record & Replay

You no longer have to write a single line of code to automate your repetitive Mac workflows. Just show Codex what to do, and it figures out…

Codex Plugin Workflow: Package Repeatable AI Work Without Creating Chaos

Codex plugins are not just another place to store prompts. Used well, they become the reusable work layer between one-off AI help and full…

You’re Probably Using Prompts When You Could Be Using Codex Goals

If you keep typing “keep going,” “try again,” or “run the tests,” you probably wanted a /goal all along.

Detailed tutorial on configuring Codex for gpt-5.5 / gpt-5.4 (config.toml + auth.json)

You’ve noticed it too, right? Lately everyone’s using Codex. Is OpenClaw no longer working properly?

The 25-Minute AI Workflow I Use to Turn Ideas Into Working Products

A simple AI workflow for finding, refining, wireframing, and building product ideas faster with Codex, Cursor, and structured prompts.

How to Think About AI Coding Tools in 2026

A few years ago, “AI coding tool” mostly meant autocomplete.

Stop using AI coding agents like autocomplete

The first way I used AI for coding was obvious : I asked for snippets.