AISMarch 28, 2026
What Is an AI System and Why You Need One
Your AI system is your personal terminal — the way you interface with AI across your life and work. Here's how to start building yours.
Hey, I'm Ja.
I help people build
AI systems that
actually work.
Strategies for individuals, solopreneurs, and teams that want to implement AI effectively. Free materials and solutions we build in public.
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Built products at
Revel SystemsCopper CRMGrafana
About
I've spent my career making
technology work for real businesses.
For the past 15 years, I worked as an engineer on marketing teams at technical companies — building digital products at Revel Systems, Copper CRM, and Grafana.
Now I build AI systems full-time: my own, and for the businesses I consult with. I teach everything I know through four frameworks and share every step on YouTube.
My approach: find your purpose and give the rest to AI.
The Methodology
The Path to AI Mastery
Four frameworks that take you from building your own AI system to transforming an entire organization. Each one builds on the last. Start wherever you are.
Foundation
AI System
Build your personal AI terminal — an interconnected system of tools, skills, and memory that learns from you and improves over time.
For individuals
Explore AISStructure
Projects, Systems & Archives
A systems-first productivity framework. Structure your work so AI can actually use it — and so nothing you learn is ever lost.
For productivity
Explore PSAProof
Building in Public
Watch real apps, websites, and brands get built live using AI. Every framework I teach, I use. The building is the content.
For builders & solopreneurs
Watch buildsApplication
AI-First Company
Deploy autonomous agents by department. Transition your team from AI-assisted to AI-native. One person can run a whole company.
For teams & companies
Explore AIFCAIS
PSA
AIFC
+Building in PublicYouTube
Latest from the Channel
Tutorials, build sessions, and deep dives on implementing AI in your business.
Free Resources
Latest Insights
PSAMarch 22, 2026
Projects, Systems, Archives: Productivity for the AI Age
Traditional productivity focuses on tasks. PSA flips this: build systems first, then use projects as vehicles that create or improve those systems.
BIPMarch 15, 2026
Building Beauty Bar: Week 1 of Vibe Coding a Full App
I'm building an AI-powered booking app for salons. Here's what happened in week 1 — the good, the broken, and the agents that saved it.
Building in Public
Active Projects
Real apps and brands being built live with AI. Follow the journey from idea to shipped product.
Prototype
Beauty Bar
AI-powered booking and recommendation engine for high-end salons. Built with Next.js, Supabase, and Claude.
Next.jsSupabaseClaude
MVP
PAM Lead Agent
Autonomous agent that qualifies inbound B2B leads via email and books meetings without human intervention.
PythonClaudeMake.com
$ claude
System loaded.
Skills: 47 active
Memory: synced
Ready.
Live
AI System (Open Source)
The actual AI system I use daily — skills, memory, integrations, and workflows. Clone the repo and build your own.
Claude CodeMCPOpen Source
Services
Work With Me
Every engagement starts with understanding where you are. You get a working system, trained team, and documentation you own forever.
AI Ready
For individuals
Get a working AI system on your machine — without spending 100s of hours learning.
Half-day intensive
What you get
- Personal AI system configured on your machine
- Connected to a major LLM (Claude, GPT, etc.)
- Custom prompt library for your role
- 60-min walkthrough training (recorded)
After the engagement
- 30 days of async support
- Recording you keep forever
Most Popular
GSD Sprint
For teams of 3–8
Get your team using AI in 2 weeks — with workflows built, tested, and deployed.
2-week embedded sprint
What you get
- 2-week embedded sprint (in your Slack, on your calls)
- Team workflow audit + AI opportunity map
- 3 production-ready AI workflows built & deployed
- Half-day team training workshop (recorded)
- Custom prompt & agent playbook
After the engagement
- 30 days post-sprint support
- All recordings & documentation yours to keep
AI Transformation
For companies & departments
Only 2 spots per quarter
Convert your company to AI-first operations — without the massive research investment.
6-week full engagement
What you get
- Full 6-week embedded engagement
- Department-by-department AI audit
- Strategic AI roadmap + 90-day implementation plan
- Autonomous agents designed, built & deployed
- Full team training (everyone who touches the systems)
- Complete documentation & handoff package
After the engagement
- 90 days of advisory support
- Monthly check-in calls during support window
- All systems, docs & recordings yours forever
Free Resource
Not ready to talk yet? Start here.
The AI Readiness Checklist is a free, self-serve audit to find where AI can save your business the most time. No email required.
Take the Checklist