
Magpie
An AI-native finance workspace: models built on named variables, agents that propose instead of write, and reconciliation with zero false matches.
Design Engineer. I love building, breaking, and shipping things.
•AI, open source, and developer tools excite me.
•I believe actions speak louder than words, so I put my code where my mouth is.
•Currently building voxton-crm

Currently building @voxton
Index
43 pull requests
Interface explorations, outside of shipped code.

An AI-native finance workspace: models built on named variables, agents that propose instead of write, and reconciliation with zero false matches.

A GitHub-native bounty platform where the merge is the only thing that pays out — built for human and AI-agent contributors alike.
I built a cognee connector that turns any WordPress site into a knowledge graph you can ask questions, and keeps it in sync. WordPress has no change feed, and the one filter it does have misses scheduled posts, deletions and anything off by a timezone.
Read more →Wikidata is already a knowledge graph, so feeding it to an LLM memory should be easy. I built the cognee connector that does it, and the live API returned nameless items, failed whole batches over one bad id, and buried 80 statements under 274 identifiers.
Read more →When a deploy breaks production, the usual guess is the newest commit. We measured it: right 32% of the time. Kaizen, our Graph Hacks build on FalkorDB, walks the call graph from the error back to the change and gets 89%.
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