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OpenAI Opens Agents API Beta, Lets Developers Build on Codex Harness

OpenAI released the public beta of its Agents API, aimed at developers building internal or customer-only AI agents.

Reporting from 1 source: GIGAZINE.

Why it matters

OpenAI is selling the harness layer that most agent builders currently maintain themselves, and the self-hosted sandbox path through Oracle and Cloudflare tells developers where in the stack OpenAI is willing to let third parties stay.

OpenAI Opens Agents API Beta, Lets Developers Build on Codex Harness

A harness that handles prompt formatting, tool use, context management and long-running sessions is required for agent work, and the Agents API lets developers use the same harness as Codex instead of maintaining their own. Tool calls run in a sandbox, either OpenAI-hosted or self-hosted through providers including Oracle and Cloudflare.

The Agents API runs the loop an agent needs: it reads the input, executes tool calls, runs the processing inside a sandbox, and returns results. Sandboxes come in two forms. Developers can use OpenAI-hosted sandboxes or self-hosted ones supplied by providers such as Oracle and Cloudflare.

Using the API itself costs nothing. Model usage through the API is billed per model. A quickstart guide covers the first build.

Written with AI by Yomimono from the 1 cited source below, including Japanese-language reporting where cited. See our editorial policy.

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