Research Layer

OpenAI

OpenAI Tips

Focused guides, prompts, and workflows with a platform-specific visual system.

OpenAIvia OpenAI Cookbook

MCP-Powered Agentic Voice Framework

Agents are becoming the de-facto framework in which we orchestrate various, often specialized, LLMs applications to work with one another. M

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Cookbook

Build an Agent Improvement Loop with Traces, Evals, and Codex

This notebook builds an improvement flywheel for an agent. We start with real traces, add human and model feedback, turn that feedback into

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Cookbook

Macro Evals for Agentic Systems

When an agentic system fails, the problem is often larger than a single bad response. A handoff may happen too late, a specialist agent may

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Cookbook

GPT Image Generation Models Prompting Guide

OpenAI's gpt-image generation models are designed for production-quality visuals and highly controllable creative workflows. They are well-s

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Cookbook

Codex Prompting Guide

Codex models advance the frontier of intelligence and efficiency and our recommended agentic coding model. Follow this guide closely to ensu

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Cookbook

Trigger a Workspace Agent from the API

Workspace Agents let teams save repeatable work in ChatGPT: instructions, connected context, app actions, approvals, and output format. API

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Cookbook

Web Search and States with Responses API

The Responses API is a new way to interact with OpenAI models, designed to be simpler and more flexible than previous APIs. It makes it easy

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Cookbook

Using PLANS.md for multi-hour problem solving

Codex and the gpt-5.2-codex model (recommended) can be used to implement complex tasks that take significant time to research, design, and i

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Developer Blog

Designing delightful frontends with GPT-5.4 | OpenAI Developers

Practical techniques for steering GPT-5.4 toward polished, production-ready frontend designs.

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Developer Blog

Using skills to accelerate OSS maintenance | OpenAI Developers

Using skills and GitHub Actions to optimize Codex workflows in the OpenAI Agents SDK repos.

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Developer Blog

Mastering remote engineering work from your phone | OpenAI Developers

Use Remote in the ChatGPT mobile app to start, steer, review, and organize engineering work.

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Developer Blog

How Perplexity Brought Voice Search to Millions Using the Realtime API | OpenAI Developers

Lessons from how Perplexity Computer's voice agent was built with the Realtime API.

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Developer Blog

Building frontend UIs with Codex and Figma | OpenAI Developers

Use Codex and Figma to bring real, running interfaces into Figma, refine them, and bring changes back to Codex.

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Developer Blog

From prompts to products: One year of Responses | OpenAI Developers

Five stories from developers building agentic products with the Responses API in its first year.

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Developer Blog

Making private MCP servers reachable without making them public | OpenAI Developers

How we preserved private network boundaries while supporting MCP streaming, authentication, and an inspectable client.

Aug 1, 20261 min readexternal
OpenAIvia OpenAI Developer Blog

Custom Code Review rules for Codex | OpenAI Developers

Provide more detailed rules for Codex to spot issues and better adhere your conventions during code review.

Aug 1, 20261 min readexternal
OpenAI

Getting Started with OpenAI Function Calling

Function calling lets you connect GPT models to external tools and APIs. Here's how to get started.

Jun 16, 20261 min read