Advancing the price-performance frontier with GPT-5.6
Explore lower GPT‑5.6 pricing for Luna and Terra—and how OpenAI’s more efficient models help enterprises deploy AI workflows at scale.
Signals
外部信号池
更新于 2026-08-03 00:30，已收录 24 条，2 个来源暂时不可用。这里集中查看 Codex 相关公开来源、发布动态和社区讨论线索。
Source
OpenAI News
7 条线索，最新更新 2026/07/30
How avatarin built a 24/7 retail agent with GPT-Realtime
avatarin uses OpenAI’s GPT-Realtime to give Yamada Denki shoppers 24/7 multilingual support. In two weeks, 30,000 people used the agent...
How enabling two settings tripled our scores on the ARC-AGI-3 benchmark
How two API settings improved GPT-5.6 performance on ARC-AGI-3, boosting scores and efficiency by retaining reasoning and enabling...
How GPT-5.6 fuses frontier intelligence with frontier efficiency
GPT-5.6 improves AI efficiency across models, inference, and agentic workflows, helping deliver more useful intelligence per dollar.
Scientific computing in the age of agentic AI
A new field report shows how scientists use AI coding agents to modernize scientific computing, accelerating software development and...
How AI is expanding what people do at work
New OpenAI research shows how AI is expanding what workers do, with ChatGPT users taking on tasks across roles and reshaping job boundaries.
How news organizations are using AI to advance their vital missions
News organizations are using AI to strengthen reporting, grow audiences, and improve business operations, with OpenAI tools supporting...
Source
OpenAI GitHub Releases
17 条线索，最新更新 2026/07/29
rusty-v8-v150.4.0
Update rusty_v8 to 150.4.0 ( #35831 ) ## What changed - Upgrade the Rust `v8` crate to `150.4.0` and the Bazel V8 source to `15.0.245.2`....
rust-v0.146.0-alpha.16
Release 0.146.0-alpha.16
rust-v0.146.0-alpha.15
Release 0.146.0-alpha.15
0.146.0-alpha.14
Release 0.146.0-alpha.14
0.146.0-alpha.13
Release 0.146.0-alpha.13
0.146.0-alpha.12
Release 0.146.0-alpha.12
0.146.0-alpha.10.1
Release 0.146.0-alpha.10.1
rust-v0.146.0-alpha.11
Release 0.146.0-alpha.11
0.146.0-alpha.10
Release 0.146.0-alpha.10
0.146.0-alpha.9
Release 0.146.0-alpha.9
0.146.0-alpha.8
Release 0.146.0-alpha.8
0.146.0-alpha.7
Release 0.146.0-alpha.7
0.146.0-alpha.6
Release 0.146.0-alpha.6
0.146.0-alpha.3.1
Release 0.146.0-alpha.3.1
0.146.0-alpha.5
Release 0.146.0-alpha.5
0.146.0-alpha.4
Release 0.146.0-alpha.4
0.146.0-alpha.3
Release 0.146.0-alpha.3
Official Sources
官方来源更新
已记录 97 个官方来源页面，0 个页面近期有变化。具体功能、价格、平台支持和安全边界以来源页面为准。
Getting Started / Overview
Overview Start with a goal, idea, or task. ChatGPT can gather context, take action, and produce something useful. Quickstart Explore use cases Codex New chat ⌘N Search ⌘K Scheduled Plugins Sites Pull requests Pinned Update landing page illustrations 2m Projects developers-website codex Chats Polish onboarding flow 1h Review sidebar changes 3h What should we build? Explore and understand code Build a new feature, app, or tool Review code and suggest changes Fix issues and failures Choose project...
Getting Started / Quickstart
Where to use ChatGPT Setup Install the ChatGPT desktop app Open the ChatGPT desktop app and sign in Select where ChatGPT should work Start a chat Send your first message Next steps Copy Page Quickstart Start using ChatGPT on the web or in the desktop app. Where to use ChatGPT Use ChatGPT across different surfaces, including the ChatGPT desktop app and ChatGPT on the web. Choose the option that fits your work. Desktop app Work across projects, local files, and long-running tasks. Recommended Chat...
Getting Started / Explore use cases
Use cases Try these ChatGPT and Codex workflows Workflow Knowledge Work Analysis Collections Productivity & Collaboration Coordinate work across plugins, data, and teams. Business Operations Turn initiative context and metrics into decision-ready work. Data Science Turn questions, dashboards, and raw data into review-ready analysis. Web development Build responsive UI from designs and prompts. Game development Prototype loops, UI, and gameplay faster. Native development Build and debug iOS and m...
Getting Started / Import to Codex
Start an import How importing works What ChatGPT can import Finish setup after importing What to review after importing After you import Copy Page Import from another agent Bring supported setup and recent work from another agent into ChatGPT. Use the import flow to bring your instructions, settings, skills, plugins, projects, and recent work from other agents into the ChatGPT desktop app. The app imports supported items directly and lets you finish setup for any imported plugins or connections...
Getting Started / Pricing
Pricing options Invite friends and coworkers Frequently asked questions Feature availability Copy Page Pricing ChatGPT Work and Codex are included in your ChatGPT Free, Go, Plus, Pro, Business, Edu, or Enterprise plan ChatGPT Work and Codex share usage. ChatGPT Work usage inside ChatGPT uses the same pricing, credits, and usage limits as Codex. Pricing options Individual Business / Enterprise Free Explore Codex capabilities on quick coding tasks. $0 /month Get Free Go Use Codex for lightweight c...
Getting Started / Prompting
Prompting overview Describe the result you need Add useful context Set boundaries that prevent real problems Make the result ready to use Improve the result with follow-up messages Put the pieces together Use voice dictation Prompting examples for Chat Prompting for ChatGPT Work Prompting Codex Copy Page Prompting Write useful prompts for Chat, ChatGPT Work, and Codex Prompting overview Prompting is how you tell ChatGPT what you want to know, make, or change. A prompt can be a question, an instr...
Getting Started / Customization
AGENTS Guidance Skills MCP Subagents Skills + MCP together Next step Copy Page Customization How to customize Codex with project guidance, skills, MCP, and subagents Customization is how you make Codex work the way your team works. In Codex, customization comes from a few layers that work together: Project guidance (AGENTS.md) for persistent instructions Memories for useful context learned from prior work Skills for reusable workflows and domain expertise MCP for access to external tools and sha...
Getting Started / Memories
ChatGPT desktop app How local Codex memories work Local memory storage Control local memories per chat Review local memories Configure local memories Copy Page Memories How ChatGPT and Codex carry useful context forward across chats Memories let ChatGPT and Codex carry useful context from earlier work into future work. ChatGPT web uses ChatGPT memory, while local Codex clients use a separate local memory store and controls. Keep required team guidance in AGENTS.md or checked-in documentation. Tr...
Getting Started / Chronicle
How Chronicle helps Enable Chronicle Pause or disable Chronicle at any time Rate limits Privacy and security Prompt injection risk Troubleshooting Copy Page Chronicle Build Codex memories from recent screen context. Chronicle is in an opt-in research preview. It is only available for ChatGPT Pro subscribers on macOS. Please review the Privacy and Security section for details and to understand the current risks before enabling. Chronicle augments Codex memories with context from your screen. When...
Getting Started / Sandboxing
ChatGPT desktop app What the sandbox does Why it matters Getting started How permissions work Configure defaults Copy Page Sandbox How sandboxing works across ChatGPT and Codex clients The sandbox is the boundary that lets the agent act autonomously without giving it unrestricted access to your machine. When a local chat runs commands in the ChatGPT desktop app, Codex CLI, or IDE extension, those commands run inside a constrained environment instead of running with full access by default. That e...
Getting Started / Auto-review
How auto-review works When it triggers What auto-review blocks What the reviewer sees Denials and failure behavior Configuration Reduce review volume without weakening security Limits Copy Page Auto-review How Codex routes sandbox-boundary approvals through a reviewer agent Auto-review replaces manual approval at the sandbox boundary with a separate reviewer agent. The main Codex agent still runs inside the same sandbox, with the same approval policy and the same network and filesystem limits. T...
Getting Started / Subagents
ChatGPT desktop app Availability Why subagent workflows help Core terms Triggering subagent workflows Choosing models and reasoning Orchestration and thread controls Managing subagents Active Done · 3 Approvals and sandbox controls Custom agents Copy Page Subagents Use subagents in ChatGPT and Codex, and configure custom Codex agents ChatGPT Work and Codex can run subagent workflows by spawning specialized agents in parallel and then collecting their results in one response. This can be particul...
Getting Started / Workflows
Prompting overview Describe the result you need Add useful context Set boundaries that prevent real problems Make the result ready to use Improve the result with follow-up messages Put the pieces together Use voice dictation Prompting examples for Chat Prompting for ChatGPT Work Prompting Codex Copy Page Prompting Write useful prompts for Chat, ChatGPT Work, and Codex Prompting overview Prompting is how you tell ChatGPT what you want to know, make, or change. A prompt can be a question, an instr...
Getting Started / Models
ChatGPT desktop app Choose a model Recommended models Choosing Sol, Terra, and Luna Other models Deprecated Codex models Configure your default local model Choose a model for cloud chats Copy Page Models Meet the AI models that power ChatGPT Work and Codex Choose a model In the ChatGPT desktop app, use the model and reasoning control beneath the composer to choose an available model and adjust its reasoning effort. Higher reasoning effort can improve results for complex tasks, but it takes longe...
Getting Started / Cyber Safety
Why we’re doing this How it works Trusted Access for Cyber False positives Copy Page Cyber Safety Cybersecurity safeguards and trusted access for Codex users GPT-5.3-Codex is the first model we are treating as High cybersecurity capability under our Preparedness Framework, which requires additional safeguards. These safeguards include training the model to refuse clearly malicious requests like stealing credentials. In addition to safety training, automated classifier-based monitors detect signa...
Getting Started / Glossary
Copy Page Glossary Definitions for common Codex terms and concepts Use this glossary as a quick reference for Codex terms across the app, CLI, IDE extension, cloud, SDK, and related integrations. Term Definition Applies to Action An operation performed by a person, ChatGPT, or Codex, such as editing a file, running a command, or using a connected service. Desktop app, Web, Mobile, CLI, IDE extension, Cloud Agent The Codex agent that reasons over context, uses tools, and completes a task. Desktop...
Using Codex / App
ChatGPT desktop app Your command center for complex work Run projects in parallel, work with files, use your computer, and keep long-running work moving from one desktop workspace. Download for macOS (Apple Silicon) App quickstart 01 Keep every chat in view Move between projects and long-running work without losing context. 02 Create and inspect real outputs Open documents, spreadsheets, images, and other files in the same workspace. 03 Work across your tools Use the browser, desktop apps, and p...
Using Codex / Features
Features Explore workflows, capabilities, commands, and settings for working in ChatGPT. Explore projects and chats Codex New chat Scheduled Plugins Sites Pull requests Pinned Review pull request Projects developers-website Chats Refresh UI illustrations Add Files and folders Attach Google Chrome Goal Set a goal to keep pursuing Plan mode Turn plan mode on Plugins Documents Create and edit document artifacts PDF Read, create, and verify PDF files Spreadsheets Create and edit spreadsheet files Pr...
Using Codex / Settings
General Profile Keyboard shortcuts Notifications Appearance Pets Browser Computer Use Personalization Suggested prompts Memories Archived chats Keep a chat near your work Copy Page Settings Configure preferences in the ChatGPT desktop app Use the settings panel to personalize the app and manage everyday preferences. Open Settings from the app menu or press Cmd+, on macOS or Ctrl+, on Windows. General Require Cmd+Enter for multiline prompts, or turn on Prevent sleep while running so local chats c...
Using Codex / Review
ChatGPT desktop app Start a review Choose a review scope Work with review results Navigating the review pane Inline comments for feedback Pull request reviews Staging and reverting files Copy Page Code review Review code changes across ChatGPT and Codex clients Use ChatGPT or Codex to inspect code changes before you commit or push them. Start a review Review in the app Open the review pane to understand what changed, give line-specific feedback, and decide what to stage, revert, commit, or push....
Using Codex / Automations
ChatGPT desktop app Manage scheduled tasks Ask ChatGPT to create or update scheduled tasks Schedule a task inside a chat Test scheduled tasks Worktree cleanup for scheduled tasks Permissions and security model Examples Copy Page Scheduled tasks Schedule recurring tasks in ChatGPT Schedule recurring tasks to run in the background. Review active, paused, and completed tasks and recent runs in Scheduled. You can combine scheduled tasks with skills for more complex work. In the ChatGPT desktop app,...
Using Codex / Worktrees
What’s a worktree Terminology Why use a worktree Getting started Working between Local and Worktree Advanced details Frequently asked questions Copy Page Worktrees Use Git worktrees in Codex in the ChatGPT desktop app to run chats in parallel In the ChatGPT desktop app, worktrees let Codex run multiple independent chats in the same project without interfering with each other. For Git repositories, scheduled tasks can run on dedicated background worktrees so they don’t conflict with your ongoing...
Using Codex / Local Environments
Setup scripts Actions Use built-in Git tools Copy Page Local environments Configure common actions and setup scripts for worktrees Local environments let you configure setup steps for worktrees as well as common actions for a project. Local environments are available only in Codex in the ChatGPT desktop app. Select Codex before you configure or use a local environment. You configure your local environments through the ChatGPT desktop app settings pane. You can check the generated file into your...
Using Codex / In-app browser
ChatGPT desktop app Computer Use in the browser Preview a page Comment on the page Keep browser tasks scoped Developer mode Copy Page Browser Let ChatGPT research and interact with websites Browser lets ChatGPT open websites, gather current information, and take action while you stay in control. Use it to compare options, complete a multi-step task on a website, or review a page you’re building. Browser is available in ChatGPT on the web and in the ChatGPT desktop app. Treat page content as untr...
Using Codex / Chrome extension
Use ChatGPT from Chrome Set up the Chrome extension Start a Chrome task from ChatGPT Control website access Data and security Troubleshooting Copy Page Chrome extension Use Chrome with ChatGPT while managing browser permissions, website approvals, and browsing data Use the Chrome extension to let ChatGPT control your Chrome browser. ChatGPT can read or act on sites where you’re already signed in, such as LinkedIn, Salesforce, Gmail, or internal tools. To let ChatGPT control its built-in browser...
Using Codex / Computer Use
Set up Computer Use When to use Computer Use Start a Computer Use task Permissions and approvals Locked use Safety guidance Copy Page Computer Use Let ChatGPT use desktop apps while it works In supported regions, Computer Use in the ChatGPT desktop app is available on macOS and Windows with ChatGPT Work and Codex. Install the Computer Use plugin. On macOS, grant Screen Recording and Accessibility permissions when prompted. With Computer Use, ChatGPT can see and operate graphical user interfaces...
Using Codex / Appshots
What appshots capture When to use appshots Take an appshot Permissions and safety Limits and troubleshooting Copy Page Appshots Give ChatGPT context from any Mac app Appshots let you send the frontmost app window to a chat in ChatGPT. Use them when you’re actively working in another app on your computer and want to provide ChatGPT with your current context so it can help you with the task. Appshots are available in the ChatGPT desktop app on macOS. Press both Command keys, or your custom Appshot...
Using Codex / Commands
Keyboard shortcuts Search past chats and find in a chat Deep links See also Copy Page ChatGPT desktop app commands Reference for commands and keyboard shortcuts Use these commands and keyboard shortcuts to navigate the app. Keyboard shortcuts Action Shortcut General Command menu Cmd/Ctrl + Shift + P or Cmd/Ctrl + K Settings Cmd/Ctrl + , Keyboard shortcuts Cmd/Ctrl + Shift + / Open folder Cmd/Ctrl + O Navigate back Cmd/Ctrl + [ Navigate forward Cmd/Ctrl + ] Increase font size Cmd/Ctrl + + Decreas...
Using Codex / Windows
Download the ChatGPT desktop app Native sandbox Customize for your dev setup Windows Subsystem for Linux (WSL) Useful developer tools Troubleshooting and FAQ Copy Page ChatGPT desktop app for Windows Use ChatGPT on Windows with native sandbox and PowerShell support The ChatGPT desktop app for Windows gives you one interface for working across projects, running parallel chats, and reviewing results. The Windows app supports core workflows such as worktrees, scheduled tasks, Git functionality, the...
Using Codex / Troubleshooting
Frequently Asked Questions Feedback and logs Stuck states and recovery patterns Terminal issues Copy Page Troubleshooting FAQ and fixes for common ChatGPT desktop app issues Frequently Asked Questions Files appear in the side panel that Codex didn’t edit If your project is inside a Git repository, the review panel automatically shows changes based on your project’s Git state, including changes that Codex didn’t make. In the review pane, you can switch between staged changes and changes not yet s...
Using Codex / IDE Extension
Codex IDE extension Build with the context already in your editor Work with Codex beside your code. Bring open files and selections into the prompt, review edits in place, and hand off longer work without breaking your flow. Install the extension Extension quickstart EXPLORER ⌄ RETRY-SERVICE ⌄ src retry.ts retry.test.ts backoff.ts › tests package.json retry.ts × retry.test.ts × backoff.ts × src › retry.ts › retryOperation 1 import { wait } from './backoff'; 2 3 export async function retryOperati...
Using Codex / Features
Codex IDE extension Build with the context already in your editor Work with Codex beside your code. Bring open files and selections into the prompt, review edits in place, and hand off longer work without breaking your flow. Install the extension Extension quickstart EXPLORER ⌄ RETRY-SERVICE ⌄ src retry.ts retry.test.ts backoff.ts › tests package.json retry.ts × retry.test.ts × backoff.ts × src › retry.ts › retryOperation 1 import { wait } from './backoff'; 2 3 export async function retryOperati...
Using Codex / Settings
Open Codex settings Change an editor setting Editor settings reference Copy Page Codex IDE extension settings Reference for Codex IDE extension settings The Codex IDE extension has two settings layers: Codex settings control agent behavior shared with Codex CLI, including the model, reasoning effort, permissions, sandbox, MCP servers, and personalization. Codex reads these settings from config.toml. Editor settings control how the extension behaves inside VS Code and compatible editors. These se...
Using Codex / IDE Commands
Assign a key binding Extension commands Copy Page Codex IDE extension commands Reference for Codex IDE extension commands and keyboard shortcuts Use these commands to control Codex from the VS Code Command Palette. You can also bind them to keyboard shortcuts. Assign a key binding To assign or change a key binding for a Codex command: Open the Command Palette (Cmd+Shift+P on macOS or Ctrl+Shift+P on Windows/Linux). Run Preferences: Open Keyboard Shortcuts. Search for Codex or the command ID (for...
Using Codex / Slash commands
Use a slash command Available slash commands Copy Page Codex IDE extension slash commands Reference for slash commands in the Codex IDE extension Slash commands let you control Codex without leaving the composer. Use them to check status, switch between local and cloud mode, or send feedback. Use a slash command In the Codex composer, type /. Select a command from the list, or keep typing to filter (for example, /status). Press Enter. Available slash commands Slash command Description /approve A...
Using Codex / CLI
Codex CLI Inspect, edit, and run code from your terminal Inspect code, make changes, run commands, and automate repeatable work without leaving your terminal. Install Codex CLI reference $ codex ╭──────────────────────────────────────────────────╮ │ >_ OpenAI Codex │ │ │ │ model: gpt-5.6-sol medium/model to change │ │ directory: ~/code │ ╰──────────────────────────────────────────────────╯ To get started, describe a task or try one of these commands: /init - create an AGENTS.md file with instruc...
Using Codex / Features
Codex CLI Inspect, edit, and run code from your terminal Inspect code, make changes, run commands, and automate repeatable work without leaving your terminal. Install Codex CLI reference $ codex ╭──────────────────────────────────────────────────╮ │ >_ OpenAI Codex │ │ │ │ model: gpt-5.6-sol medium/model to change │ │ directory: ~/code │ ╰──────────────────────────────────────────────────╯ To get started, describe a task or try one of these commands: /init - create an AGENTS.md file with instruc...
Using Codex / Command Line Options
How to read this reference Global flags Command overview Command details Flag combinations and safety tips Interactive shortcuts Related resources Copy Page Command line options Options and flags for the Codex terminal client How to read this reference This page catalogs every documented Codex CLI command and flag. Use the interactive tables to search by key or description. Each section indicates whether the option is stable or experimental and calls out risky combinations. The CLI inherits most...
Using Codex / Slash commands
Built-in slash commands Control your session with slash commands Copy Page Slash commands in Codex CLI Control Codex during interactive sessions Slash commands give you fast, keyboard-first control over Codex. Type / in the composer to open the slash popup, choose a command, and Codex will perform actions such as switching models, adjusting permissions, or summarizing long chats without leaving the terminal. This guide shows you how to: Find the right built-in slash command for a task Steer an a...
Using Codex / Web
Codex cloud Run coding tasks in parallel cloud environments Run tasks in isolated cloud environments, work in parallel, and start work from the web, GitHub, Linear, or Slack. Open Codex cloud (opens in a new tab) Set up Codex cloud What should we build? Ask Codex to do anything in the cloud Select environment Chats Code reviews Archive Add CSV export to the analytics dashboard Today · acme/analytics-dashboard · codex/csv-export Archive Fix the checkout retry edge case Yesterday · harbor/payments...
Using Codex / Environments
How Codex cloud chats run Default universal image Environment variables and secrets Automatic setup Manual setup Container caching Internet access and network proxy Copy Page Cloud environments Customize dependencies and tools for Codex Use environments to control what Codex installs and runs during cloud chats. For example, you can add dependencies, install tools like linters and formatters, and set environment variables. Configure environments in Codex settings. How Codex cloud chats run Here’...
Using Codex / Internet Access
Risks of agent internet access Configuring agent internet access Preset domain lists Copy Page Agent internet access Control internet access for Codex cloud chats By default, Codex blocks internet access during the agent phase. Setup scripts still run with internet access so you can install dependencies. You can enable agent internet access per environment when you need it. Risks of agent internet access Enabling agent internet access increases security risk, including: Prompt injection from unt...
Using Codex / Integrations
Before you start Set up Codex code review Request a Codex review Enable automatic reviews Customize what Codex reviews Act on review findings Give Codex other tasks Troubleshoot code review Copy Page Codex code review in GitHub Set up Codex code review for GitHub pull requests, request reviews with @codex review, enable automatic reviews, and write custom review rules in AGENTS.md. Use Codex code review to get another high-signal review pass on GitHub pull requests. Codex reviews the pull reques...
Using Codex / Slack
Set up the Slack app Start a chat Copy Page Use Codex in Slack Ask Codex to work from Slack channels and threads Use Codex in Slack to kick off coding work from channels and threads. Mention @Codex with a prompt, and Codex creates a cloud chat and replies with the results. Set up the Slack app Set up Codex cloud chats. You need a Plus, Pro, Business, Enterprise, or Edu plan (see ChatGPT pricing), a connected GitHub account, and at least one environment. Go to Codex settings and install the Slack...
Using Codex / Linear
Set up the Linear integration Delegate work to Codex Automatically assign issues to Codex Data usage, privacy, and security Tips and troubleshooting Connect Linear for local work (MCP) Copy Page Use Codex in Linear Run Codex chats from Linear issues Use Codex in Linear to delegate work from issues. Assign an issue to Codex or mention @Codex in a comment, and Codex creates a cloud chat and replies with progress and results. Codex in Linear is available on paid plans (see Pricing). If you’re on an...
Using Codex / Codex Security
Codex Security cloud How Codex Security cloud works Codex Security cloud access and prerequisites Related docs Copy Page Codex Security Find and remediate vulnerabilities with the Codex Security plugin or Codex Security cloud. Install plugin in ChatGPT For a prescriptive first local scan, start with the Codex Security plugin quickstart. Explore plugin use cases Run a security scan for a repository or one scoped folder. Run a deep security scan when you need a more comprehensive scan and can wait...
Using Codex / Quickstart
ChatGPT desktop app Install the plugin Run your first scan What the scan creates Choose your next workflow Copy Page Codex Security plugin quickstart Install the Codex Security plugin, run your first read-only scan, and review the result in Codex. Codex Security is a security-review plugin for Codex that scans your code for vulnerabilities, validates plausible findings, and presents evidence and remediation guidance in a reviewable workspace. Use it to find security issues in code you own or hav...
Using Codex / Run a security scan
Choose the scan area Configure the scan Let the phases complete Review the completed scan Use the results Next step Copy Page Run a Codex Security scan Scan an authorized repository or one scoped folder and review findings, coverage, and artifacts. Use a Codex Security scan for your first review and for most routine repository or component assessments. It runs the complete scan workflow once. Once you’re satisfied with the results, run a deep scan for a more comprehensive assessment. Deep scans...
Using Codex / Run a deep scan
Choose between standard and deep scans Start the deep scan Confirm setup and preflight Review the result Copy Page Run a deep security scan Run a slower, more thorough review of a repository or scoped folder. Run a deep scan when you need a more thorough review and can allow for a longer runtime. Deep scans search a repository more extensively and can reduce variability between runs. Start with a standard scan to check your scope and results. Then use a deep scan when you need a more thorough as...
Using Codex / Review code changes
Run a manual review Confirm the change in setup Act on findings Automate reviews in CI/CD Copy Page Review code changes for security Review pull requests and local changes for security regressions manually or in CI/CD. Run a security change review to find regressions in one Git-backed change set. Codex reviews each changed source-like file and its directly supporting code. It doesn’t expand the review into a full repository audit. To scan an entire repository instead of a specific change, see Ru...
Using Codex / Triage a backlog
Choose the findings to triage Run read-only triage Review the results Next steps Copy Page Triage a backlog Review existing security findings against a repository and order follow-up work. Use $codex-security:triage-finding to review existing security findings against the current repository. This workflow performs a read-only static analysis: Codex treats each finding as an unproven claim and inspects repository evidence without executing the code. Run this workflow from a Codex project scoped t...
Using Codex / Fix findings
Fix a finding in the UI Fix a finding from the CLI Scan and fix findings in CI/CD Copy Page Fix and verify security findings Turn accepted findings into minimal patches with focused regression evidence. Use Codex Security to turn an accepted security finding into a focused, verified patch. You can work in the findings workspace or run the remediation workflow from a prompt, the command line, or CI/CD. Codex validates the issue and, when testing is safe and practical, adds a focused regression te...
Using Codex / Export and track findings
Export a portable artifact Track selected findings Review the proposed write Verify the tracked item Copy Page Export and track security findings Create portable findings artifacts or prepare approval-gated issues and draft advisories from a completed scan. Use a completed Codex Security scan for either of these handoffs: Export creates a portable JSON, CSV, or SARIF file. Track findings prepares selected findings as Linear, GitHub, or Jira issues, or as one private draft GitHub Security Advisor...
Using Codex / Changelog
0.1.14 (July 28, 2026) 0.1.13 (July 25, 2026) 0.1.12 (July 23, 2026) 0.1.11 (July 10, 2026) 0.1.10 (June 23, 2026) 0.1.9 (June 18, 2026) 0.1.7 (June 4, 2026) Copy Page Codex Security plugin changelog Notable user-facing changes to the Codex Security plugin. Use this changelog to see what changed in Codex Security and which plugin versions are available from each installation source. Latest release in the hosted Codex Security catalog: 0.1.14. Latest release in the public Codex CLI plugin marketp...
Using Codex / Setup
1. Access and environment 2. New security scan 3. Initial scans can take a while 4. Review scans and improve the threat model 5. Review findings and patch Related docs Copy Page Codex Security cloud setup Set up Codex Security cloud, wait for initial findings, and improve results with threat model edits This page walks you from initial access to reviewed findings and remediation pull requests in Codex Security cloud. Confirm you’ve set up Codex cloud first. If not, see Codex cloud to get started...
Using Codex / Improving the threat model
What a threat model is Improving and revisiting the threat model Related docs Copy Page Improving the threat model Refine the Codex Security context that ranks findings and helps you review faster Learn what a threat model is and how editing it improves Codex Security’s suggestions. What a threat model is A threat model is a short security summary of how your repository works. In Codex Security, you edit it as a project overview, and the system uses it as scan context for future scans, prioritiz...
Using Codex / FAQ
Getting started Features Validation Copy Page Codex Security cloud FAQ Common questions about Codex Security cloud. This FAQ covers Codex Security cloud. For local scans and workflows that run in a Codex task, see the Codex Security plugin quickstart. Getting started What is Codex Security? Software security remains one of the hardest and most important problems in engineering. Codex Security is an LLM-driven security analysis toolkit that inspects source code and returns structured, ranked vuln...
Configuration / Config File
Codex configuration file Configuration precedence Common configuration options Feature flags Copy Page Config basics Learn the basics of configuring your local Codex client Codex reads configuration details from more than one location. Your personal defaults live in ~/.codex/config.toml, and you can add project overrides with .codex/config.toml files. For security, Codex loads project .codex/ layers only when you trust the project. Codex configuration file Codex stores user-level configuration a...
Configuration / Advanced Config
Profiles One-off overrides from the CLI Config and state locations Project config files (.codex/config.toml) Hooks Agent roles ([agents] in config.toml) Project root detection Custom model providers OSS mode (local providers) Azure provider and per-provider tuning ChatGPT customers using data residency Model reasoning, verbosity, and limits Approval policies and sandbox modes Shell environment policy MCP servers Observability and telemetry Notifications History persistence Clickable citations Pr...
Configuration / Config Reference
config.toml requirements.toml Copy Page Configuration Reference Complete reference for Codex config.toml and requirements.toml Use this page as a searchable reference for Codex configuration files. For conceptual guidance and examples, start with Config basics and Advanced Config. config.toml User-level configuration lives in ~/.codex/config.toml. You can also add project-scoped overrides in .codex/config.toml files. Codex loads project-scoped config files only when you trust the project. Projec...
Configuration / Environment Variables
Core locations Installer variables Authentication and network Diagnostics Copy Page Environment variables Environment variables supported by Codex Codex uses config.toml for durable settings. Use environment variables for shell-scoped overrides, automation secrets, installer behavior, or diagnostics. This page lists stable public environment variables that Codex reads directly. It does not list internal development variables, test variables, or provider-specific secret names you choose yourself...
Configuration / Sample Config
Copy Page Sample Configuration A complete example config.toml you can copy and adapt Use this example configuration as a starting point. It includes most keys Codex reads from config.toml, along with default behaviors, recommended values where helpful, and short notes. For explanations and guidance, see: Config basics Advanced Config Config Reference Sandbox and approvals Managed configuration Use the snippet below as a reference. Copy only the keys and sections you need into ~/.codex/config.tom...
Configuration / Permissions
Define and select a profile Extend a profile Configuration spec Filesystem permissions Network permissions Migrate from older sandbox settings Scope and enforcement Common profiles Copy Page Permissions Configure beta Codex permission profiles for filesystem and network access Beta. Permission profiles are under active development and may change. Permission profiles do not compose with the older sandbox settings. Configure either default_permissions and [permissions], or sandbox_mode / sandbox_w...
Configuration / Speed
Speed Increase speed without sacrificing intelligence Copy Page Work mode and Codex share usage. Work mode usage inside ChatGPT uses the same pricing, credits, and usage limits as Codex. See Codex pricing for details. Fast mode Codex offers the ability to increase the speed of the model for increased credit consumption. Fast mode increases supported model speed by 1.5x and consumes credits at a higher rate than Standard mode. It currently supports GPT-5.6, GPT-5.5, and GPT-5.4. GPT-5.6 and GPT-5...
Configuration / Rules
Create a rules file Understand rule fields Shell wrappers and compound commands Test a rule file Understand the rules language Copy Page Rules Control which commands Codex can run outside the sandbox Use rules to control which commands Codex can run outside the sandbox. Rules are experimental and may change. Create a rules file Create a .rules file under a rules/ folder next to an active config layer (for example, ~/.codex/rules/default.rules). Add a rule. This example prompts before allowing gh...
Configuration / Hooks
Where Codex looks for hooks Review and trust hooks Config shape Turn hooks off Managed hooks from requirements.toml Plugin-bundled hooks Matcher patterns Tool coverage Common input fields Common output fields Large hook output Hooks SessionStart SessionEnd SubagentStart PreToolUse PermissionRequest PostToolUse PreCompact PostCompact UserPromptSubmit SubagentStop Stop Schemas Copy Page Hooks Run deterministic scripts during the Codex lifecycle Hooks are an extensibility framework for Codex. They...
Configuration / AGENTS.md
How Codex discovers guidance Create global guidance Layer project instructions Add code review rules Customize fallback filenames Verify your setup Troubleshoot discovery issues Next steps Copy Page Custom instructions with AGENTS.md Give Codex extra instructions and context for your project Codex reads AGENTS.md files before doing any work. By layering global guidance with project-specific overrides, you can start each task with consistent expectations, no matter which repository you open. How...
Configuration / MCP
Codex CLI Supported MCP features Connect Codex to an MCP server Examples of useful MCP servers Copy Page Model Context Protocol Give Codex access to third-party tools and context Model Context Protocol (MCP) connects models to tools and context. Use it to give ChatGPT or Codex access to third-party documentation, or to let it interact with developer tools like your browser or Figma. ChatGPT web can use remote MCP-backed tools supplied by plugins. Local Codex clients can also connect directly to...
Configuration / Plugins
ChatGPT desktop app Overview Use and install plugins Build your own plugin Plugin guides Copy Page Plugins Browse, install, and use plugins on supported ChatGPT and Codex surfaces Overview Plugins bundle capabilities into reusable workflows in ChatGPT and Codex. They can include skills, connectors, or both. Both products use one universal plugin directory, so the same public plugins are discoverable from their supported surfaces. Plugins are available with ChatGPT Work on the web and with ChatGP...
Configuration / Build plugins
Create a plugin with @plugin-creator Package and distribute plugins Copy Page Build plugins Create, test, and distribute plugins for ChatGPT This page is for plugin authors. If you want to browse, install, and use plugins in Work mode in ChatGPT on the web or in Work mode or Codex in the ChatGPT desktop app, see Plugins. If you are still iterating on one repo or one personal workflow, start with a local skill. Build a plugin when you want to share that workflow across teams, bundle connectors or...
Configuration / Sites
ChatGPT desktop app Get started with Sites Prompt Sites for common tasks Review Site analytics Add Sign in with ChatGPT Understand projects, versions, and deployments Choose a supported site shape Control access and secrets Connect a custom domain Review before you share Take down or delete a Site Understand limits and unsupported uses Related documentation Copy Page Sites Build and share hosted sites in ChatGPT Sites is in public beta. Availability can depend on your plan, region, and workspace...
Configuration / Skills
How Codex uses skills Create a skill Where to save skills Distribute skills with plugins Install curated skills for local use Enable or disable skills Optional metadata Best practices Copy Page Build skills Give Codex new capabilities and expertise Use agent skills to extend Codex with task-specific capabilities. A skill packages instructions, resources, and optional scripts so Codex can follow a workflow reliably. Skills build on the open agent skills standard. Skills are the authoring format f...
Configuration / Record & Replay
Before you start Start a recording Replay the workflow Tips for better recordings When to build another plugin Troubleshooting Copy Page Record & Replay Show Codex a workflow once and turn it into a reusable skill Record & Replay is available on macOS. Initial availability excludes the European Economic Area, the United Kingdom, and Switzerland. Computer Use must also be available and enabled. Record & Replay lets you demonstrate a workflow on your Mac and turn it into a reusable skill. Use it w...
Configuration / Subagents
ChatGPT desktop app Availability Why subagent workflows help Core terms Triggering subagent workflows Choosing models and reasoning Orchestration and thread controls Managing subagents Active Done · 3 Approvals and sandbox controls Custom agents Copy Page Subagents Use subagents in ChatGPT and Codex, and configure custom Codex agents ChatGPT Work and Codex can run subagent workflows by spawning specialized agents in parallel and then collecting their results in one response. This can be particul...
Administration / Authentication
ChatGPT desktop app OpenAI authentication Secure your Codex cloud account Login caching Credential storage Enforce a login method or workspace Alternative model providers Copy Page Authentication Sign-in methods for ChatGPT web and Codex clients OpenAI authentication Codex supports two ways to sign in when using OpenAI models: Sign in with ChatGPT for subscription access Sign in with an API key for usage-based access The ChatGPT desktop app, Codex CLI, and IDE extension support both sign-in meth...
Administration / Access tokens
How access tokens work Enable access token creation Set an access token expiration limit Create an access token Use an access token with Codex CLI Rotate or revoke a token Permission model Troubleshooting Related docs Copy Page Access tokens Create and manage access tokens for Codex programmatic workflows Codex access tokens are ChatGPT workspace credentials scoped to Codex permissions. They authenticate trusted non-interactive local workflows, including Codex CLI and app-server-based automation...
Administration / Agent approvals & security
Sandbox and approvals Network access Elevated Risk Defaults and recommendations OS-level sandbox Version control Monitoring and telemetry Managed configuration Copy Page Agent approvals & security How to securely operate Codex with sandboxing, approvals, and network controls Codex helps protect your code and data and reduces the risk of misuse. This page covers how to operate Codex safely, including sandboxing, approvals, and network access. If you are looking for Codex Security, the product for...
Administration / Remote connections
What you can do remotely Before you set up Remote Set up Remote Choose what to connect What comes from the connected host Pick up work from another device Connect to an SSH host Hand off a chat between hosts Authentication and network exposure Troubleshooting See also Copy Page Remote connections Use Remote to access work on a connected computer, or connect the ChatGPT desktop app to projects over SSH Remote connections let you access work running on another device or machine. In the ChatGPT mob...
Administration / Deployment
How it works Before you start Configure the provider Authentication options Desktop app and IDE extension Verify setup Supported models Feature availability Troubleshooting Support boundaries Copy Page Use ChatGPT Work and Codex with Amazon Bedrock Configure local ChatGPT Work and Codex surfaces to use OpenAI models available through Amazon Bedrock. Configure local ChatGPT Work and Codex surfaces to use OpenAI models available through Amazon Bedrock. In this setup, the local client sends model r...
Administration / Enterprise
Step 1: Assign owners and choose a rollout Step 2: Configure workspace access and identity Step 3: Configure local runtime requirements Step 4: Standardize repository configuration Step 5: Configure Codex cloud Step 6: Configure plugins and connected capabilities Step 7: Set up governance and observability Step 8: Verify and maintain the rollout Copy Page Admin rollout guide Plan, configure, and verify a ChatGPT Enterprise rollout across workspace and developer surfaces Use this guide to plan a...
Administration / Governance
Open the administration surfaces Analytics dashboard Related ChatGPT usage controls Analytics API Compliance API Related docs Copy Page Governance Choose the appropriate analytics, usage, and audit surface for each administration question Governance for Codex activity spans interactive analytics, programmatic reporting, related ChatGPT usage controls, and audit records. Choose the surface that matches the question; analytics and compliance data serve different purposes. If you need to Start with...
Administration / Managed configuration
Admin-enforced requirements (requirements.toml) Managed defaults (managed_config.toml) Copy Page Managed configuration Enforce runtime requirements across supported local clients and distribute managed defaults Managed configuration controls supported local runtime behavior for covered capabilities in the ChatGPT desktop app, Codex CLI, and IDE extension. Supported requirements can differ by client and version. Managed configuration doesn’t grant ChatGPT workspace access, assign seats, or replac...
Administration / Windows
Configure the Windows sandbox Troubleshooting and FAQ Copy Page Windows sandbox Configure and troubleshoot the native Codex sandbox on Windows Use Codex on Windows with the native ChatGPT desktop app, the CLI, or the IDE extension. The ChatGPT desktop app on Windows supports core workflows such as parallel chats, worktrees, scheduled tasks, Git functionality, the built-in browser, file previews, plugins, and skills. The app can run natively in PowerShell with a Windows sandbox instead of requiri...
Automation / Non-interactive Mode
When to use codex exec Basic usage Permissions and safety Make output machine-readable Create structured outputs with a schema Authenticate in automation Resume a non-interactive session Git repository required Common automation patterns Advanced stdin piping Copy Page Non-interactive mode Use `codex exec` to run Codex in scripts and CI Non-interactive mode lets you run Codex from scripts (for example, continuous integration (CI) jobs) without opening the interactive TUI. You invoke it with code...
Automation / Codex SDK
TypeScript library Python library Copy Page Codex SDK Programmatically control local Codex agents If you use Codex through Codex CLI, the IDE extension, or Codex cloud, you can also control it programmatically. Use the SDK when you need to: Control Codex as part of your CI/CD pipeline Create your own agent that can engage with Codex to perform complex engineering tasks Build Codex into your own internal tools and workflows Integrate Codex within your own application Use the Codex SDK for coding-...
Automation / App Server
Connect the CLI terminal UI Protocol Message schema Getting started Core primitives Lifecycle overview Initialization Experimental API opt-in API overview Models Threads Turns Review Process execution Command execution Filesystem Events Errors Approvals Skills Apps (connectors) Auth endpoints Copy Page Codex App Server Embed Codex into your product with the app-server protocol Codex app-server is the interface Codex uses to power rich clients (for example, the Codex VS Code extension). Use it wh...
Automation / MCP Server
Install dependencies Initialize Codex CLI as an MCP server Build a single-agent workflow Expand to a multi-agent workflow Trace the workflow Copy Page Use Codex with the Agents SDK Invoke Codex as an MCP server to build multi-agent development workflows Running Codex as an MCP server You can run Codex as an MCP server and connect it from other MCP clients (for example, an agent built with the OpenAI Agents SDK MCP integration). To start Codex as an MCP server, you can use the following command:...
Automation / GitHub Action
Prerequisites Example workflow Configure codex exec Manage privileges Capture outputs Security checklist Troubleshooting Copy Page Codex GitHub Action Trigger Codex actions from GitHub Events Use the Codex GitHub Action (openai/codex-action@v1) to run Codex in CI/CD jobs, apply patches, or post reviews from a GitHub Actions workflow. The action installs the Codex CLI, starts the Responses API proxy when you provide an API key, and runs codex exec under the permissions you specify. Reach for the...
Learn / Best practices
Strong first use: Context and prompts Plan first for difficult tasks Make guidance reusable with AGENTS.md Configure Codex for consistency Improve reliability with testing and review Use MCPs for external context Turn repeatable work into skills Use scheduled tasks for repeated work Organize long-running chats Common mistakes Copy Page Best practices Getting started with Codex and proven practices for better results If you’re new to Codex or coding agents in general, this guide will help you get...
Learn / Videos
Videos Learn how to use Codex with demos, walkthroughs, and talks Copy Page New in ChatGPT and Codex App features, plugins and capabilities that launched recently. Skills · Jun 18, 2026 Record & Replay in Codex Browser use · Jun 11, 2026 Debug web apps with browser use in Codex Computer use · May 29, 2026 Windows Computer Use and mobile access for Codex Appshots · May 21, 2026 Introducing Appshots in Codex Computer use · May 12, 2026 Computer use in Codex Browser use · May 8, 2026 Codex can now...
Learn / Community
Community Join a global community of developers building with OpenAI. Meet other builders, get support, share what you’re making, and find programs that help you go further. 1M+ Developer Forum members 3K+ Open-source maintainers 302+ Community events 149 Global ambassadors ∞ Swag shipped Video by Andy T on X . Choose your path Find the right place to connect, contribute, get support, or grow with the OpenAI developer community. Meet builders Find upcoming meetups, workshops, and hackathons host...
Learn / Blog
OpenAI Developer Blog Codex blog posts Jul 20 Custom Code Review rules for Codex Provide more detailed rules for Codex to spot issues and better adhere your conventions during code review. Codex Jun 23 Mastering remote engineering work from your phone Use Remote in the ChatGPT mobile app to start, steer, review, and organize engineering work. Codex Mar 9 Using skills to accelerate OSS maintenance Using skills and GitHub Actions to optimize Codex workflows in the OpenAI Agents SDK repos. Codex Fe...
Learn / Cookbooks
Codex Automate developer workflows and build code-generation experiences using Codex-driven agents and tools. Codex All recipes11 Build an Agent Improvement Loop with Traces, Evals, and Codex Agents SDK Codex Evals May 12, 2026 Build iterative repair loops with Codex Codex Evals May 11, 2026 Using Goals in Codex Codex May 9, 2026 Codex Prompting Guide Codex Responses Feb 25, 2026 Modernizing your Codebase with Codex Codex Nov 19, 2025 Build Code Review with the Codex SDK Codex Oct 21, 2025 Using...
Learn / Building AI Teams
Introduction AI Coding: From Autocomplete to Agents 1. Plan 2. Design 3. Build 4. Test 5. Review 6. Document 7. Deploy and Maintain Conclusion Copy Page Building an AI-Native Engineering Team How coding agents speed up the software development lifecycle Introduction AI models are rapidly expanding the range of tasks they can perform, with significant implications for engineering. Frontier systems now sustain multi-hour reasoning: as of August 2025, METR found that leading models could complete 2...
Releases / Changelog
July 2026 June 2026 May 2026 April 2026 March 2026 February 2026 January 2026 December 2025 November 2025 October 2025 September 2025 August 2025 June 2025 May 2025 Codex changelog Latest updates to Codex, OpenAI’s coding agent All updates General ChatGPT desktop app Remote Codex CLI July 2026 2026-07-23 ChatGPT Voice and multi-folder projects 26.715 Powered by GPT-Live, ChatGPT Voice lets you talk through work and coordinate tasks in Chat, Work, and Codex in the ChatGPT desktop app. Start a new...
Releases / Feature Maturity
Copy Page Feature Maturity How to interpret feature maturity levels in ChatGPT releases Some ChatGPT and Codex features ship behind a maturity label so you can understand how reliable each one is, what might change, and what level of support to expect. Maturity What it means Guidance Under development Not ready for use. Don’t use. Experimental Unstable and OpenAI may remove or change it. Use at your own risk. Beta Ready for broad testing; complete in most respects, but some aspects may change ba...
Releases / Open Source
Open-source components Where to report issues and request features Copy Page Open Source Open-source components of Codex and where to collaborate OpenAI develops key parts of Codex in the open. That work lives on GitHub so you can follow progress, report issues, and contribute improvements. If you maintain a widely used open-source project or want to nominate maintainers stewarding important projects, you can also apply to the Codex for OSS program for API credits, ChatGPT Pro with Codex, and se...