Amsterdam, Netherlands
Hi, I'm Guven.
I write about things I like.
Latest writing
Nov 15, 2026Adding a 4th Signal to Transformer AttentionBlogA rigorous ablation of a small idea — what happens when a persistent, gated "purpose" state flows across transformer blocks? A real algorithmic finding with real engineering limits.Aug 20, 2026hellyee: a closed-loop MCP server for Ableton LiveBlogAn MCP server that lets Claude drive Ableton Live — reads the master meter, adjusts, measures again. Plus the story of why I built it instead of getting better at mixing.Aug 16, 2026noworries: verifying what the AI just changedBlogAn open-source CLI and Claude Code slash command that spins up ephemeral infrastructure, runs the change against real services, and returns READY or NOT READY — inside the agent's edit loop, before you review.
Open source
hellyeeA closed-loop MCP server for Ableton Live. Claude drives Live over MCP → OSC, reads the master meter, adjusts, and measures again — with production "skills" so a one-line request comes out shaped like the genre.Python · MCP · OSC · Ableton Live 11/12 · MIT · github.com/guvense/hellyeenoworriesA CLI and Claude Code slash command that spins up ephemeral infrastructure, runs your change against real services, and returns READY or NOT READY inside the agent's edit loop.Open source · github.com/guvense/noworrieslaraA configurable, dynamic mock server — define endpoints and responses on the fly to develop and test against services that do not exist yet.Open source · github.com/guvense/lara