Self-hosted on-call incident memory built on Cognee. It verifiably forgets โ hard-delete receipts you can audit โ and exposes an MCP server for Claude and Cursor.
I build things end to end โ and ship them with proof.
Engineer, generalist by intent. Final-year engineering student, India.
vinncodesFive that I'd defend in a room. Everything below is live, tested, or measured.
Self-hosted on-call incident memory built on Cognee. It verifiably forgets โ hard-delete receipts you can audit โ and exposes an MCP server for Claude and Cursor.
An autonomous AI SRE for SigNoz. Every root-cause claim is linked to evidence in the telemetry, so it structurally cannot bluff.
A telemetry cost profiler for SigNoz. It finds the spans you're paying to store and never read, then proves the saving.
A browser RUM SDK for SigNoz โ real user monitoring that stitches frontend spans to the backend trace. Small enough to ship on any page.
A contradiction firewall for Slack. It catches statements that conflict with what the workspace already agreed, before the wrong version spreads.
Build logs, on Medium.
Jul 2026I gave SigNoz a frontend in one script tag. Then every percentile panel returned a 500.โ Jul 2026Our AI SRE paged itself about its own LLM bill (and the bug it found was ours)โ Jul 2026I built a telemetry cost profiler for SigNoz (and the first waste it found was the database)โ Jul 2026I let Claude Code investigate a payment failure through SigNoz MCP (and it flagged my fake data)โ Jul 2026I Built an AI That Forgets on Purpose โ and It Made It Smarterโ May 2026ContriMatch: What If Your Next Job Offer Started With the Right Open Source Issue?โEverywhere as vinncodes.