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MCP 2.0 Is Mostly Deletion. That's The Good Part.

· 18 min read
Daniel Ostrovsky
AI Architect
MCP 2.0 — the stateless evolution: an infographic overview of the release, from sessions removed and per-request metadata to extensions, tasks, MCP Apps, auth hardening, and the deprecation roadmap.

Ok. MCP just shipped the biggest change since the day it launched, and the headline isn't a feature you get to switch on. It's the delete key.

The 2026-07-28 revision — people are calling it MCP 2.0, and it's the first release that breaks the base protocol on purpose — rips the session out. No more initialize handshake. No more notifications/initialized. No Mcp-Session-Id. No GET SSE endpoint, no resumable streams, no resources/subscribe, no roots/list at the top level, no ping, no logging/setLevel. Gone.

And here's the thing — that's the good news.

You Can't Make Your Company AI Native Without Dealing With This First

· 23 min read
Daniel Ostrovsky
AI Architect
A confused robot standing among toppled Confluence, Jira, Slack, and Notion blocks amid error messages — the reality of "going AI native" on top of scattered knowledge.

Ok, let's say you working in the company and your management or you the manager all day long talking about being AI native. First of all what does it mean to become an AI native company? Fire all developers and build AI agents to make all work? Maybe. Or something less radical, like add AI in all steps of product lifecycle? Might be.

Regardless how radical you want to be, probably you will miss the most important point, without it all your idea of becoming an AI native company will fail. Moreover you might damage your company badly.