How to Ship a Real Autonomous Agent: MCP Architecture Patterns That Actually Work in Production

This story is from 2026-10-03. It is preserved in the archive; the latest stories are on the live feed.

Originally published on tamiz.pro . Most autonomous agent prototypes die in production. They hallucinate tool calls, blow through context windows, silently fail on partial tool errors, and become impossible to debug at scale. The Model Context Protocol (MCP) provides the standardization layer that…

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1. 2026-10-03 12:04 · DEV Community — AI
   How to Ship a Real Autonomous Agent: MCP Architecture Patterns That Actually Work in Production