// stuff I actually shipped
Selected Work
// small tools, sharp edges
Developer Tools
CLIs and utilities that each do one job. 26 in the toolbox.
// numbers that kept me employed
Things I Actually Improved
Real numbers from real servers that real people depend on
ef=10 · recall@10 0.932 vs 0.959
Vector database written from scratch in Go, benchmarked head to head against a real Qdrant instance.
10M+ records
Partitioned the OpenSearch indexes. Was painful before.
1M+ quizzes a day
Redis pipelining and autoscaling tuning. Users didn't notice. That's the point.
Redis pooling and chunked streaming. The server stopped sweating.
one instance, full pipeline
Auth, rate limiting, caching and load balancing, for less than a millisecond typical overhead.
<30s end-to-end
Analytics events streamed into BigQuery, queryable within half a minute of happening.