OpenAI Agents SDK 2026: Sandbox & Native Harness
OpenAI's Agents SDK update ships sandbox execution, a model-native harness, and Codex-like tools. Here's what changed and how it compares to rivals.
Topic Hub
MCP
Understand how Model Context Protocol fits into agentic AI, multi-agent systems, and developer workflows.
Model Context Protocol is one of the connective tissues behind the newer agent stack. This hub puts the protocol explainer, multi-agent comparisons, and adjacent tooling in one place so MCP coverage does not stay fragmented.
- Explain MCP for developers who need a practical mental model.
- Connect the protocol to multi-agent systems and tooling coverage.
- Create a stable internal-link target for future MCP articles.
Latest Coverage
Canonical coverage grouped under one topic.
News Agentic AI in DevOps 2026: Autonomous CI/CD Is Here
AI agents are taking over DevOps pipelines in 2026. I break down the frameworks, the ROI numbers, and what this means for engineering teams.
AI Tools CrewAI vs LangGraph vs MCP: Multi-Agent AI 2026
CrewAI vs LangGraph vs MCP in 2026: which framework or protocol to use, what changed in MCP, and the practical choice for production AI agents.
How-To MCP Agentic AI: 7 Powerful Breakthroughs Transforming AI
Learn how Model Context Protocol (MCP) lets AI agents use real tools and live data. Covers MCP architecture, security risks, and practical use cases for 2026.