Designing Stateless MCP Servers in 2026
What the 2026-07-28 MCP specification changes about sessions, long-running work, multi-round interactions, and where reasoning belongs.
Notes from building software.
I share tools, lessons, and thoughts on system design, software architecture, and domain thinking.
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View archive →The Reflex Layer: Runtime Recovery for Agentic Systems
A practical architecture for recognizing known failure patterns, safely degrading agent workflows, and restoring traffic through deterministic analysis of runtime events.
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Hi, I’m Roshen.
I’m a Business Solutions Architect working between business intent and engineering reality. This is where I share what I’m learning, the tools and approaches I use, and my thoughts on designing better software systems.