Finance · Code · Both

Inside Finance.
Building Its Future.

I work inside financial systems and build on top of them. Two sides of the same thing — the industry access, the code, the questions I can't stop asking.

37Articles
3Live Projects
5+Years Building
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The Ghost That Lived for Eleven Days

A function called call_ollama() that never called Ollama, a while-True loop with no immune system, and 9,900 API calls I never meant to make. A forensic on a zombie agent.

I built an AI financial advisor. Watch it run live.

I built an AI financial advisor. Watch it run live.

Most people write about AI advisors. I am just going to show you mine. Running. Right now. With a coverage bar, six scanner workers, three funds, and a guardian layer auditing itself. You can watch the coverage flip in real time.

The agent graveyard. I tried more than a dozen. A handful survived. Here is the autopsy.

The agent graveyard. I tried more than a dozen. A handful survived. Here is the autopsy.

Everyone is selling you on building an agent. Nobody is telling you what breaks when they run at 3am and you are asleep. I have tried more than a dozen. A handful are still breathing. The rest taught me rules I now enforce automatically. Here is the honest field report, and a direct ask at the end to anyone else quietly doing this work.

Thoughts

The Anchor Problem

I went looking for a template for life. Found a return mechanism instead. Then realized I'd built the exact same structure into my AI systems — without ever consciously making the connection.

About
HASH
Finance · Blockchain · Builder

I work inside financial systems and build on what I see from the inside. Computer engineer exploring what happens when finance meets code at the edge.

37
Articles
3
Projects
5+
Years
Questions

Stay in the loop

Finance, blockchain, AI — one piece at a time.
No fluff, no schedule, just when it's worth saying.

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Stay in the Loop

Finance meets the future. One piece at a time. No fluff, just signal.