Building quality software that matters - for millions.
Senior Software Engineer at Microsoft with 10+ years of experience. Lately curious about AI agents, MCP, and how AI should remember - I write about it here.
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MCP's New Standard: What Changed and Why It Was Needed
MCP went stateless on July 28. A production MCP operator explains what changed, why it was needed, and measures the migration across 8,588 live servers.
Can Your Agent Search for MCPs?
Your agent cannot query the official MCP registry. find-mcp gives it mcp_search over 17,000+ working, LLM-graded MCP servers with one line of config.
MCP Registries in Mid-2026: One Upstream Won
I deleted my 26,708-server scraped MCP catalog and rebuilt registry-native on the official MCP Registry. All the key facts, half the length.
10+ years shipping software: Senior Software Engineer at Microsoft since 2021, previously EPAM and GlobalLogic; a Ph.D. before that.
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