/vs codex

PoopRusteek vs Codex CLI

OpenAI’s Codex CLI and PoopRusteek are closer than most pairs: both open source, both written in Rust, both terminal-first. The difference is what powers them and what you get around the loop.

  • Codex CLI (Apache-2.0) uses your ChatGPT plan — Free through Enterprise, within that plan’s usage limits — or OpenAI API billing. PoopRusteek uses a free DeepSeek web session.
  • Both are Rust programs in the terminal, both read AGENTS.md, both install with a one-line script.
  • Codex brings OpenAI’s models and first-party integration. PoopRusteek is multi-provider and adds a GOAL loop, offline RAG and a local OpenAI-compatible server.

── side by side

PoopRusteek · Codex CLI

featurePoopRusteekCodex CLI
Price$0 — a free DeepSeek web sessionIncluded in ChatGPT plans within their usage limits, or OpenAI API billing
LicenceMITApache-2.0
Written inRustRust
ModelsDeepSeek by default; OpenAI-compatible, Anthropic, Gemini via /providersOpenAI
Project instructionsAGENTS.md, CLAUDE.md, GEMINI.md, POOPRUSTEEK.mdAGENTS.md
PlatformsWindows, macOS (Apple Silicon), LinuxmacOS, Linux, Windows
InstallWindows installer; curl | sh on macOS and Linuxcurl | sh, PowerShell, npm, Homebrew, binaries

── what carries over

Your setup comes with you

  • A Rust binary with a terminal interface and a one-line installer
  • AGENTS.md project instructions, read automatically
  • An agent that edits files and runs commands behind approvals
  • Open source you can read before you run it

── what’s different

Where they part ways

The bill
Codex is included even in ChatGPT Free, but inside usage limits that paid plans raise; beyond them it is API billing. PoopRusteek’s default backend has no plan at all — its ceiling is whatever DeepSeek’s web chat allows.
The model
Codex runs OpenAI’s models. PoopRusteek defaults to DeepSeek and can switch to any OpenAI-compatible, Anthropic or Gemini endpoint from a panel.
The extras
PoopRusteek adds parallel chats, a GOAL loop with an evaluator agent, offline RAG over skills, tools and history, and /serve — a local OpenAI-compatible API.
The fine print
DeepSeek’s web API is unofficial and can change without notice. Codex is OpenAI’s own supported tool.

── which one

Which one should you use?

pick PoopRusteek if

  • you don’t have — or don’t want to watch the limits of — a ChatGPT plan
  • you want to switch between providers without switching tools
  • you want an iterate-until-done GOAL loop or offline RAG
  • you want a free OpenAI-compatible endpoint for your other tools

pick Codex CLI if

  • you already pay for ChatGPT and want OpenAI’s models
  • you want first-party support from the model vendor
  • you need it on an Intel Mac
  • your policies rule out unofficial APIs

── switching

Moving over in three steps

  1. 01

    Install PoopRusteek: one file on Windows, one line on macOS and Linux.

  2. 02

    Start it in your repository — AGENTS.md is picked up exactly as Codex reads it.

  3. 03

    Paste your DeepSeek session token when onboarding asks, or add an OpenAI endpoint with /providers and your API key.

Prebuilt for Windows, macOS and Linuxall builds & checksums

Sources: openai/codex on GitHub · Codex pricing and plans · AGENTS.md in Codex

Codex CLI is a product of OpenAI. PoopRusteek is an independent open-source project, not affiliated with or endorsed by OpenAI. Facts about Codex CLI were checked on 14 September 2026.

PoopRusteek vs Claude CodePoopRusteek vs Gemini CLI/alternatives →

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