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Mikhail (ManSio) — AI / Backend Engineer

Mikhail (ManSio) — MCP-Native Engineering Portfolio

This page redirects to the portfolio: a proof-of-work site that is simultaneously a live dashboard, a production MCP server, and an interactive architecture lab.

There you can read projects with their decision logs, the engineering principles behind them, a timeline of decisions, 50 experiments with hypotheses and verdicts, and an engineering diary of incidents, root causes and fixes.

The same content is machine-readable: query the MCP server endpoint, read the llms.txt index, or fetch the Markdown mirror.