I build systems that pay attention.
Search, automation, distribution, client tools, and custom software built to notice what matters, remember what worked, and act only when the evidence is good enough.
Some watch. Some remember. Some automate. Some make structure visible. The point is the same: make the next decision clearer, and keep a human in control when judgment actually matters.
AI is involved. So are thirty years of making websites do weird shit.
HISTORY
REPETITION
STRUCTURE
CONTEXT
REMEMBER
ACT
VERIFY
DECIDE
Watch demand and behavior. Change something only when the evidence has earned it.
Real behavior and real constraints before theories.
Remove work before adding more machinery.
Make exceptions obvious and decisions intentional.
A few systems worth showing.
Each started as a problem that kept coming back. The public pages explain the idea; the useful version gets shaped around the actual site, workflow, or client.
Search data, experiments and change history organized around one decision: change something, test something, or leave it alone.
OPEN SEARCH RADAR → 02 / SYSTEMSFive systems. Five recurring problems.Search, distribution, automation, technical SEO and client tools built because the same problems kept showing up.
EXPLORE THE SYSTEMS → 03 / CLIENT PORTALSKeep client context in one place.Private tools for priorities, project state, search changes, notes, wins, requests and the next thing that actually needs attention.
SEE CLIENT PORTALS →