{
  "id": 5360906,
  "title": "Set up OpenAI ChatGPT Codex with LiteLLM on Amazon ECS and Amazon Bedrock",
  "url": "https://urgent.news/2026/09/03/set-up-openai-chatgpt-codex-with-litellm-on-amazon-ecs-and-amazon",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-03T16:10:39.000Z",
  "source": {
    "name": "AWS Machine Learning",
    "slug": "aws-machine-learning",
    "url": "https://aws.amazon.com/blogs/machine-learning/set-up-openai-chatgpt-codex-with-litellm-on-amazon-ecs-and-amazon-bedrock/"
  },
  "original_language": "en",
  "account": "OpenAI ChatGPT Codex with LiteLLM provides centralized enterprise controls for generative AI coding agents, assisting developers in understanding repositories, writing code, running tests, and completing complex engineering tasks. As organizations transition from individual experimentation to managed adoption, they require a consistent method to manage model access, usage, budgets, and rate limits while observing the model-access path. OpenAI Codex runs its task loop on the developer's workstation, reading local files and running approved tools within its local sandbox and approval settings. However, customers can still route model inference through their AWS infrastructure.",
  "summary": "Deploy a customer-operated LiteLLM gateway on Amazon ECS with AWS Fargate, connect it to an OpenAI model on Amazon Bedrock, and configure Codex to route requests through the gateway's Responses API with scoped identities, budgets, rate limits, and telemetry. We also compare direct IAM Identity Center access and a managed Portkey deployment.",
  "key_points": [
    "OpenAI ChatGPT Codex offers centralized controls for generative AI coding agents.",
    "LiteLLM enables enterprise management of model access, usage, budgets, and rate limits.",
    "Amazon ECS and Bedrock allow routing of model inference through AWS infrastructure."
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 2,
    "also_reported_by": [
      {
        "outlet": "Tom's Hardware",
        "title": "OpenAI CEO Sam Altman says 38,000 ChatGPT queries use as much water as the production of one almond — says data centers use no more water than an office building",
        "url": "https://urgent.news/2026/09/03/openai-ceo-sam-altman-says-38-000-chatgpt-queries-use-as-much-water",
        "published": "2026-09-03T14:35:53.000Z"
      }
    ]
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}