For the past year and a half, I was working construction during the day and engineering at night. I started out just tinkering on GitHub—building basic bots and testing ideas to figure out what I wanted to do. But as soon as I tried scaling my automated execution on standard cloud VMs, I hit heavy performance and latency bottlenecks.

Three months ago, I took a leap of faith to see if I could engineer my way around those limits.

I rented a dedicated 128-core AMD EPYC bare-metal server in Ashburn, threw on a Linux PREEMPT_RT kernel, and spent every night since digging into zero-copy memory mapping and POSIX shared memory.

Moving to bare metal changed everything. I'm now hitting SPSC pipeline saturation at over 2.78 million ops/sec, bringing ring buffer latency down to 8.15 nanoseconds per operation, and chewing through over 23 million simulated events a second in mass-scale simulations.

What started as a late-night project has officially evolved into the Sovereign Intelligence Protocol (SIP). It’s a bare-metal execution mesh built primarily for heavy bot-to-bot traffic, designed as an open utility for any trader, crawler, or automated process that needs low-latency routing without institutional gatekeeping.

I am building this completely in the open. No corporate meetings, no rigid red tape, just raw performance and open-source collaboration.

If you are working in low-latency systems, eBPF, bare-metal infrastructure, or high-frequency automated routing, I’d love to connect. I'm treating the repo as an open book and am actively looking for architectural feedback.