OpenAI Agents API Public Beta: Session Code, Environments and Tool Controls
Map the OpenAI Agents API beta to session code, execution environments, tool controls, compaction, subagents and a bounded production test.
Tag
MCP
GPT-6 Astra Use Cases: Computer Use, Documents and Multi-Agent Builds
Practical GPT-6 Astra build patterns for research, documents, computer use, async tools and multi-agent workflows, with controls and pilot tests.
GPT-6 Astra API Coding Guide: Responses, Tools and Safe Agent Loops
Build with gpt-6-astra using Responses, async tools, structured output, reasoning controls, validation and safe agent-loop patterns from OpenAI’s docs.
How to Build an OpenAI Agent Plugin with Skills and MCP
A complete OpenAI Agent Plugin build tutorial with a real package tree, Skill, read-only MCP server, manifest, tests, permissions and distribution path.
AI for Marketers
How Spotify Xirp Uses Portal and MCP for Organizational Context
A technical map of Xirp's optional Portal layer: catalog repository resolution, Workspace resources, progressive MCP retrieval, reviewed wiki knowledge and manual session continuity.