01 / AI SYSTEMS
I Built an AI Operating System to See How Much of a Company Could Run Itself
A field note on persistence, context, agent boundaries and the difference between a demo and an operating layer.
Published thinking
Systems are the strategy.
A focused editorial backlog for practical, evidence-backed thinking about AI automation, business operations and the path from tool experiments to operating leverage.
02 / AUTOMATION
7 Business Processes I Would Automate Before Hiring Again
A practical way to identify repetitive work with clear inputs, decisions and exception paths.
03 / INTEGRATION
Your AI Tools Aren’t Integrated. That’s Why You’re Not Seeing the ROI.
Why the bottleneck is often the connection between systems, not the model itself.
04 / AGENTS
AI Agents vs Automation: Most Businesses Are Building the Wrong One
When deterministic workflows are enough and when context-aware action is worth the additional architecture.
05 / PROCUREMENT
What Building an AI-Operated Semiconductor Sourcing System Taught Me
Research, evidence and the operating requirements behind useful procurement intelligence.
06 / FOUNDER SYSTEMS
How I Scaled a Startup From Systems Instead of Chaos
A bridge from founder experience to the business case for operating systems and automation.