Deep Dives
Long-form writing and video walkthroughs on the systems I build and the tradeoffs I hit along the way.
AI Emails Me Business Insights Every Morning
How I built an automated business intelligence system that analyzes metrics, identifies trends, and delivers actionable insights every morning. Running entirely on local AI models with near zero cost.
I Built a Lead Pipeline That Costs Almost Nothing to Run
A complete intake-to-proposal system that ensures every inquiry gets a fast, relevant, personal response within 60 seconds. AI handles the coordination so every conversation gets the attention it deserves, at near-zero running cost.
I Built a Lead Pipeline That Costs Almost Nothing to Run
How I built a complete lead capture to proposal system using local AI, automated nurture sequences, and zero monthly cost. The full breakdown of the architecture, decisions, and results.
Building an MVP with AI Tools: The Complete Workflow
A practical, step-by-step walkthrough of how to go from idea to working product using AI tools. From brand identity to visual prototyping to production deployment, based on real projects.
The Great Reboot
AI is reshaping the foundations of IT, education, and leadership. This explores the shift from execution to orchestration, the rise of AI stewards, and the urgency of lifelong learning.
The Hidden Costs of Overpowered LLMs
Understanding when "good enough" beats "state-of-the-art" in AI model selection. Reduce cost, latency, and privacy risk by choosing the right-sized model for your use case.