Guide · OpenAI · Intermediate to advanced
You need the official beta guide to giving Python or TypeScript Agents SDK workflows isolated files, commands, packages, ports, snapshots, and resumable state while keeping the agent harness and sensitive control-plane work outside the execution container.
openai, agents sdk, sandbox, coding agents, containers
Guide · OpenAI · Intermediate
You are wiring agents across OpenAI and external providers and need the official model-selection and provider-behavior guide instead of inferring capabilities from scattered examples.
openai, agents sdk, models and providers, model selection, multi-provider
Guide · OpenAI · Intermediate
You are moving past one-off calls and need application-owned orchestration, tools, approvals, and state.
openai, agents, tool use, orchestration, state
Guide · OpenAI · Intermediate
You are maintaining or studying older OpenAI visual agent-builder workflows. OpenAI's docs now mark Agent Builder deprecated and scheduled for removal on November 30, 2026, so new work should prefer the Agents SDK, Responses-based orchestration, or Codex.
openai, agent builder, agents, workflows, visual builder
Guide · OpenAI · Intermediate to advanced
You want to orchestrate Codex inside a multi-agent or MCP-driven software workflow instead of using it only as a standalone coding assistant.
codex, agents sdk, mcp, subagents, coding agents
SDK guide · Hugging Face · Intermediate
You want the official Python and JavaScript SDK path for MCP-powered Hugging Face agents instead of piecing agent loops together from lower-level snippets.
hugging face, agents, sdk, mcp, python