Igor Ganapolsky

Igor Ganapolsky

AI Software Engineer
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About

I have been building autonomous AI agents/systems since the early days of ChatGPT. Currently, I'm obsessed with RLHF enhancements to existing LLMs, with human-in-the-loop options.

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Maker History

  • MCP Memory Gateway
    MCP Memory GatewayThumbs down a mistake. Your AI agent never repeats it.
    Mar 2026
    • 🎉
    Joined Product HuntOctober 1st, 2018

Forums

Igor Ganapolsky•

2mo ago

MCP Memory Gateway - Thumbs down a mistake. Your AI agent never repeats it.

ThumbGate is the safety net for AI coding agents. Give a thumbs-down to a bad action once, and your agent will never ship that mistake again. Every downvote becomes a concrete prevention rule and a pre-action gate that blocks known-bad actions before they execute across 36 tools (git, shells, files, HTTP, clouds). v0.8.4 ships improved rule validation, faster gate checks, and a live dashboard. Unlike Mem0 (memory) or SpecLock (specs), ThumbGate enforces lessons at the moment of action.
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