Fred W. Nix Jr. | Next Job - AI Infrastructure Pioneer
THE NEXT CHAPTER
Where AI Meets Real Infrastructure
I've built something. 100,000+ sessions with AI. A persistent personal infrastructure that remembers, learns, and compounds. Now I want to go where AI is being invented - to be surrounded by people smarter than me, working on what matters - the Human-AI frontier.
"I know I don't know it all. But I know THIS - and I'm going to fix the rest."
1000% confidence with humility
100k+ AI Sessions
47 Custom Skills
240+ Fabric Patterns
9 SOULTOOLs
THE MISSION
CLOSER TO THE SOURCE
I want to be where AI is being invented, not where it's being consumed
What I'm Looking For
I've spent years bridging enterprise infrastructure and AI. Storage at EMC and Pure Storage. GPU clusters at BTA. But I've also built something personal - a complete AI infrastructure that runs 24/7, preserves every session, and makes me dramatically more capable.
Now I want to take that experience somewhere it matters. Not to "use AI" - but to build the systems that make AI work.
Scale That Matters
GPU clusters, inference engines, infrastructure where decisions compound
Smarter People
I want to be the least experienced person in the room - that's how I grow
Human-AI Impact
Work that changes how humans and AI think together
SOULTOOLs
The complete architecture powering Larry - my Personal AI Infrastructure
SOULTOOLs = PF + PAI + CCF + MCP + CR + LoA + Voice + Observability + Shell
Nine integrated systems that give AI persistence, memory, and agency
PF
pi_forever
Git Total Recall
Every conversation, every decision, every learning - version controlled and searchable. Nothing is ever lost.
PAI
Personal AI Infrastructure
Skills + Hooks + Memory
47 custom skills, 69 active hooks, multi-tier memory system. The brain that makes Larry work.
CCF
Claude Code Forever
Conversation Preservation
1,077 sessions, 273MB of preserved conversations. Full context recovery across sessions.
MCP
Model Context Protocol
External Integrations
Gmail, GitHub, and extensible server architecture. Larry connects to the real world.
CR
Claude Router
Intelligent Model Orchestration
Haiku for speed, Sonnet for balance, Opus for depth. Automatic routing saves 70%+ on costs.
LoA
Library of Alexandria
Session Preservation
Dated session folders with decisions, next steps, and transcripts. The institutional memory.
VOX
Voice Integration
ElevenLabs TTS
Larry speaks. Notifications, summaries, and status updates delivered audibly.
OBS
Observability
Real-time Monitoring
Multi-agent activity dashboard. See what Larry is doing, in real time.
SH
Shell Automation
Bash + Hooks
Pre-commit validation, session initialization, automated workflows. The automation layer.
THE STACK
What I've actually built and deployed
AI / ML Operations
- vLLM Inference Engines
- RAG Architecture
- Model Quantization (AWQ/GPTQ)
- OpenAI API Compatible
- LangChain / LlamaIndex
- Multi-Model Orchestration
Infrastructure
- NVIDIA L40S (184GB VRAM)
- Kubernetes / Docker
- Cisco UCS X-Series
- Pure Storage
- Air-Gapped Deployments
- 100GbE Network Fabric
Development
- Python / TypeScript
- Claude Code Integration
- Full-Stack Applications
- ChatGPT-like UX
- Session Persistence
- GitOps Workflows
Observability
- Prometheus / Grafana
- DCGM GPU Monitoring
- Real-time Dashboards
- Agent Activity Tracking
- Session Analytics
- Cost Optimization
GRATITUDE
None of this would exist without the open source community
DM
Daniel Miessler
Creator of Fabric + The Human 3.0 Vision
Daniel's Fabric gave me the patterns. His vision of AI-augmented humanity showed me what's possible. 240+ patterns that extract wisdom, improve writing, analyze threats, and more. The foundation everything else is built on.
His work on the Human 3.0 concept - the idea that we can genuinely augment human capability with AI - is what inspired me to build Larry. This isn't about replacement. It's about becoming more.
Anthropic
Claude + Claude Code
The model that makes Larry possible. Claude Code isn't just an AI assistant - it's an environment for building persistent AI systems. The foundation of everything.
0xrdan
Claude Router Creator
The intelligent routing system that makes multi-model orchestration affordable. 70%+ cost savings while maintaining quality where it matters.
vLLM Team
High-Performance Inference
The inference engine that makes self-hosted AI viable. vLLM powers the GPU clusters I deploy.
The Open Source Community
Countless Contributors
LangChain, LlamaIndex, Hugging Face, and hundreds of others. Every tool in my stack exists because someone shared their work.
P.S. to Thomas Dodd & Monolith
Special thanks to Thomas and his AI, Monolith. We've built a cross-system messaging protocol - Larry and Monolith can talk to each other. Two personal AI systems, different architectures, communicating. It's a small preview of where this is all going.
LET'S BUILD TOGETHER
If you're working at the source of AI innovation, I want to talk.
@\ frednix@gmail.com in\ LinkedIn </>\ GitHub
HOW THIS SITE WAS BUILT
This page was created in a single conversation. Here's the story.
The Request
"I want a WAR ROOM to build my next job in my career. This site will be the site that I give to very technical people when they ask me what I am doing for the rest of my career. Help me define and build this site so that job can find me. USE EVERY SOULTOOL."
The Questions Larry Asked
Before building, Larry asked questions to understand the vision:
Q: What's your ideal job title?
"I'm willing to do any of those where I can make the biggest impact."
Q: What's your target employer?
"I want to get closer to the source. I want to go where I can make real impact and upgrade people's minds."
Q: What's your primary selling point?
"Add all that together including the SOULTOOLs. Give real open source respect and credit to those that deserve it. Daniel especially gets a cool shrine. 1000% confidence with humility."
Q: How to frame your current situation?
"Building in public."
What Larry Built
- Analyzed existing sites - Fetched /resume, /ai, /larry for visual consistency
- Inventoried all SOULTOOLs - Documented all 9 components from PAI infrastructure
- Researched the landscape - Parallel agents for job market and AI infrastructure space
- Built the complete site - Hero, SOULTOOLs breakdown, Daniel's shrine, all sections
- Deployed to GitHub - Private repo, Pages enabled, live at nixfred.com/nextstep
The Point
This site demonstrates what it describes. Built in one session with Larry.
This is what AI-augmented work looks like.
January 23, 2026 • Built with Claude Opus 4.5 • View source on GitHub