For the complete documentation index, see llms.txt. Markdown versions of documentation pages are available by appending .md to the page URL.
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Optimization

Optimize usage and costs with batch requests, fine-tuning, and evals.

Fine-tuningEvalsResponses

All recipes21

Harness-aware evaluation of plugins
CodexEvals
Sep 23, 2026
Optimizing Customer Support Agents for Cost and Quality
Evals
Sep 14, 2026
GPT-Live evaluation guide
AudioEvalsResponsesSpeech
Sep 10, 2026
Build a ChatGPT plugin with the OpenAI Agents SDK and Amazon Bedrock AgentCore
Agents SDKChatGPTEvals
Sep 3, 2026
Build a per-run spending controller with the Responses API
Responses
Aug 17, 2026
AML Analysis with the Agents SDK on Amazon Bedrock
Agents SDKEvalsSecurity
Jul 23, 2026
SchemaFlow: Agentic Database Change Impact Analysis, SQL Generation, and Eval Guardrails
Agents SDKEvals
Jun 5, 2026
Moving from OpenAI Evals to Promptfoo
Evals
Jun 3, 2026
Getting Started with OpenAI Models on Amazon Bedrock
Responses
May 31, 2026
Macro Evals for Agentic Systems
Evals
May 19, 2026
Build an Agent Improvement Loop with Traces, Evals, and Codex
Agents SDKCodexEvals
May 12, 2026
Evaluating Grounded Spatial Reasoning with GPT-5.5
EvalsImagesReasoningVision
May 11, 2026
Build iterative repair loops with Codex
CodexEvals
May 11, 2026
Migrate a Legacy Codebase with Sandbox Agents
Agents SDKEvalsSecurity
Apr 7, 2026
Codex Prompting Guide
CodexResponses
Feb 25, 2026
Skills in OpenAI API
ResponsesSecurity
Feb 10, 2026
Image Evals for Image Generation and Editing Use Cases
EvalsImagesVision
Jan 29, 2026
Realtime Eval Guide
AudioEvalsResponsesSpeech
Jan 25, 2026
GPT-5 Prompt Migration and Improvement Using the New Optimizer
ReasoningResponses
Aug 7, 2025
Temporal Agents with Knowledge Graphs
FunctionsResponses
Jul 22, 2025
How to use the Usage API and Cost API to monitor your OpenAI usage
Jan 14, 2025