Stateless MCP: the spec is dropping session state
The 2026 MCP release candidate goes stateless: no initialize handshake, no session ID, any server instance answers any request. What stateless MCP means.
Further reading
Articles about Context Portability
7 articles from the Wire blog, sorted newest first. Return to the Context Portability definition for context.
Claude Fable 5 put a price on context portability
Claude Fable 5 returns refusals as HTTP 200s and retries them on Opus 4.8. The fallback API reveals exactly what agent context survives a mid-task model swap.
Why AI Agent Memory Keeps Failing
AI agent memory fails because it's a context engineering problem, not a storage problem. Research reveals three failure modes and what actually works.
How to Move Your AI Context Between Tools
Claude now imports ChatGPT memories, but conversation history, files, and team context still don't transfer. Here's what actually moves and what doesn't.
Your AI Doesn't Remember You. That's by Design.
94% of IT leaders fear vendor lock-in. Every AI tool traps your context in its own silo. Here's why your AI doesn't remember you, and what's changing.
Why Does ChatGPT Forget Everything?
AI doesn't forget because it's broken — it forgets because everything gets crammed into one place. Here's the technical explanation and how to fix it.
The AI Silo Problem: Why Your Tools Don't Talk to Each Other
76% of enterprises suffer from disconnected AI tools. Your tools don't share context, and it's costing you performance. Here's what unified context looks like.
Put context into practice
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