Current angle
AI as a practical operating layer.
I'm interested in AI that saves time, improves judgment and helps small businesses and founders execute with better systems.
AI & technology
AI as practical leverage.
Experiments, automations and technical lessons for more capable builders.
Experiments
Prompt systems
Reusable thinking workflows for strategy, writing, planning and product decisions.
Automation
SMB workflows
Simple ways to remove repetitive work from sales, operations and customer follow-up.
Builder log
Technical reps
Lessons from building LifeQuest and learning the tooling behind modern products.
How I use AI.
Tools change quickly. Clear thinking compounds.
Utility first
Every tool note should answer what changed, what saved time, or what became clearer.
Judgment leads
I use AI to expand options, challenge assumptions and speed up execution. Not to avoid deciding what matters.
Proof over hype
Workflows, examples and experiments come before big claims.