02 / Operate

Real hardware.
Real workloads.
Real responsibility.

ProStaking is an ongoing business, not a home-lab exercise. I own and operate diverse, revenue-generating infrastructure across multiple racks.

Build it, then keep it running.

My work spans bare-metal systems, XCP-ng virtualization, iSCSI storage on a SAN, blockchain node operations, monitoring and alerting. It combines the physical realities of hardware with the software and operational discipline needed to run services.

I also build staking tools for Solana and Monad, create free training for developers entering Web3, and contribute operational findings and improvements back to open source.

Performance work with receipts.

Firedancer / Intel X710 & E810

AF_XDP and zero-copy work connects NIC behavior, Linux networking and validator performance. The public repository brings together experiments, configurations and documentation, with enough context to distinguish a benchmark from a general claim.

Explore the AF_XDP repository ↗

Mithril / reproducible replay

Testing Overclock’s Solana client on eight CPU cores: captured datasets, correctness checks and controlled Go-versus-ASM comparisons. The published write-up includes methodology and limitations rather than treating a single result as universal.

Read the Mithril write-up ↗

Applied AI for operations.

Our knowledgebase connects Cloudflare AI Search to an OpenAI Dot through a Cloudflare Worker and Google OAuth. It makes operational knowledge available to an assistant through an authenticated integration. I’ve also created RAG workflows using n8n, OpenAI embeddings and Qdrant.

Good systems start with a conversation.

Let’s build something useful.

Baton Rouge, Louisiana · Working across disciplines.

Get in touch