AI Infrastructure Architect

Victor
Valentine
Romo

I Build Systems That Run Your Operations.

Raleigh, NC · Six Working Lanes of AI · 13 Years Building

01 — INFRASTRUCTURE

The Stack That Runs

Vault + Memory

Obsidian Codex CLI Claude Code QMD Index Syncthing

Persistent memory across conversations. Domain routing loads context automatically.

Agent Orchestration

Codex CLI Claude Code Cron Scheduling Telegram Bots

Scheduled routines. Per-lane cost tracking.

Infrastructure

Hetzner VPS Caddy Cloudflare Pages Resend

Telegram bot fleet. Email infrastructure.

Development

Claude Code CLI Codex CLI Git/GitHub Node.js Python

Code that writes code. Skills as markdown files. Systems that build systems.

Content Production

declip (FOSS) Cap (self-hosted) Content Reactor OBS Web

Descript + Loom replaced with open-source alternatives. $0/month production stack.

AI Models

GPT-5.6 Sol (Codex) Claude Fable 5 MLX (local) MCP Servers

Sol carries execution volume. Fable carries judgment and voice. Local inference on M4 Pro for privacy.

Data + CRM

real estate CRM Vault CRM Session Ledger Search Console

135K+ messages indexed. CRM API monitoring. Every decision backed by data.

Quality Harness

Observer Protocol Rep Audit Voice Calibration Reaction Loop

Every output scored. Patterns suppressed across all instances. The system self-corrects.

02 — OPERATING MODEL

How Autonomous Operations Work

Build

Vault architecture. Agent instructions. Domain routing. Wire the system to real tools.

Schedule

Agents wake on cron. Morning reports, error scans, content checks. The system runs without you.

Decide

Agents send decisions, not reports. Names, numbers, recommended action. Reply YES or SKIP.

Compound

Corrections persist. Context accumulates. Every run makes the next one smarter.

06 — SKILLS MATRIX

Skills

EXPLORE

Go Deeper

OPERATING MAP

Seventeen Principles

The source-grounded operating map behind the systems, repositories, and public work.

Read the Principles → 03 — Signal History

The Professional Arc

Nine roles across SEO, AI infrastructure, real estate data ops, manufacturing, and media production.

View Experience → 04 — Synaptic Map

The Estate

Eight sites. 1,860 live articles and topical guides. One pipeline that writes against demand data, proves its work, publishes, and submits for indexing with a receipt at every step.

View Clients → 05 — Builds

What's Running

Eight deployed properties, an operations dashboard, and a publishing machine that shipped its first fully autonomous article on July 30, 2026. Every system hand-built.

View Projects →