How we built a virtual filesystem for our Assistant
We replaced expensive sandboxes with ChromaFs, a virtual filesystem over Chroma, to give our docs AI assistant the ability to explore documentation like a developer would.
Dens Sumesh Blog
Technical writing on AI, distributed systems, and performance optimization by Dens Sumesh
Latest posts
Auto-generating documentation sites from GitHub repos
How we built a multi-agent system to generate production-ready documentation sites from any public GitHub repository.
Your Biggest Customer Might Be Your Biggest Bottleneck
Simple FIFO queues are not viable for multi-tenant systems. I explain why fair queuing is a must and how I built Broccoli to address this issue.
Accurate Hallucination Detection With NER
Using a LLM-as-a-judge for hallucinations is slow and imprecise relative to simple NER. We share how we solved hallucination detection at Trieve.
How We Built 300μs Typo Detection for 1.3M Words in Rust
We explain how we built blazingly fast spellcheck in Rust using BKTrees, Redis queues, and Clickhouse in this blog.