AI Infrastructure Architect

Victor
Valentine
Romo

I Build Systems That Run Your Operations.

Raleigh, NC · 26 Agents · 7 Companies · 13 Years Building

The Stack That Runs

Vault + Memory

Obsidian Claude Code QMD Index Syncthing

Persistent memory across conversations. Domain routing loads context automatically.

Agent Orchestration

Paperclip Claude Sonnet Cron Scheduling Telegram Bots

26 agents across 7 companies. Scheduled routines. Per-agent cost tracking.

Infrastructure

Hetzner VPS Caddy Cloudflare Pages Resend

12 websites. 5 Telegram bots. Email infrastructure. $15/month total.

Development

Claude Code 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

Claude Opus 4.6 Claude Sonnet MLX (local) MCP Servers

Opus for judgment. Sonnet for execution. Local inference on M4 Pro for privacy.

Data + CRM

real estate CRM Vault CRM Session Ledger Search Console

69K 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.

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.

Skills

Technical SEO 98%
Content Strategy 95%
Knowledge Architecture 95%
AI Systems Integration 92%
Static Site Development 90%
CRM & Database Management 88%
Multimedia Production 85%
Team Training & SOP Development 92%
Client Relations 90%
Data Analytics 87%
Email Marketing 85%
Project Management 88%

Go Deeper