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.
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Notes on system design, software architecture, domain thinking, and the tools I use.
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.