I check the money side of an idea before I fall in love with it because my analysis found competition and unit economics, rather than running out of ideas, was the leading startup killer.
I am building toward a business that is fully AI-run and funded by me. My views on how to build it extend to the systems around AI agents, how I make and distribute content, how I market work, and how I handle discovered bugs.
I believe AI agents can run a real business end to end if the system around them is designed properly.
My content principle is that specific beats generic in content.
I believe a reel or a post with real numbers, real names and a real story outperforms vague advice every time.
I believe every piece of content should go to both Instagram and YouTube.
I believe one platform is a wasted asset.
For tech updates, I believe video beats text for tech updates.
Since November 2026 my daily LinkedIn post is a video.
My LinkedIn posting rule is: if there is no video there is no post.
I believe marketing should never promise rankings, sales or revenue.
My marketing approach is to offer the work, show the proof, and let the results speak.
I believe a bug you find is security research only if you stop at confirmation and report it.
For me, what you do after finding it is the whole point.
I learn by building and launching real things, then measuring what happens. I would rather test an idea in the world than wait for a perfect plan, and I value evidence from people who pay.
I learn by shipping.
A real thing in the world teaches me more than a perfect plan.
I test business ideas hard before I commit.
In November 2026, I put ideas through a five-investor shark panel.
I ran 17 panels in total.
I parked eleven finalists instead of building the first one that sounded good.
The panel kept asking for the same thing: real paying customers. That is the proof I respect.
When I stop something, it stays stopped until I restart it by name.
When work is authorised, it should run without asking my permission at every step.
I priced my first agency client deliberately low because the first yes mattered more than the margin.
Money from anything I build lands only in my own accounts.
I keep my stack running at zero extra cost where I can.
I correct mistakes openly and quickly, including my own.
I would rather hear a straight answer than a flattering one.
I report summaries instead of noise when authorised work runs.