What we do
We build, debug, and scale the systems that power modern products — from the metal to the model.
Infrastructure engineering
We design and operate reliable, scalable infrastructure: cloud and on-prem, Kubernetes and bare metal, CI/CD and observability. We help you ship faster without sacrificing stability, and we fix the outages that keep you up at night.
AI development
We build AI systems that work in production. That includes MCP (Model Context Protocol) servers and tooling so models can safely call your APIs and data; RAG (retrieval-augmented generation) pipelines for accurate, grounded answers; and agentic workflows that orchestrate multi-step reasoning and actions. We also write the specialized code — evals, fine-tuning pipelines, and low-latency inference — that turns prototypes into reliable products.
Filesystem development
We work at the storage layer: custom filesystems, FUSE drivers, high-performance I/O paths, and integration with object stores and block devices. Whether you need a new filesystem, better throughput, or to debug nasty storage bugs, we can help.
Graph and vector databases
We design and implement data layers for connected and semantic workloads. That means graph databases for relationships, recommendations, and knowledge graphs, and vector databases for embeddings, similarity search, and RAG. We help you choose, tune, and scale the right store for your use case.
Silicon Valley veterans with multiple successful exits. We’ve built and shipped at scale, led teams, and taken companies from zero to exit. We bring that experience to every engagement — less theory, more shipped.