Engineering
Debug Log #1: The Pipeline That Looked Broken
I had been building a local ETL pipeline designed to process long conversational PDFs into structured datasets.
Debug Log #2: The Off-By-One That Didn’t Crash
I built a local pipeline to take long chat transcripts saved as PDFs and turn them into something structured, cleaned output where every conversational turn is rewritten into paired labels.
Trace Log #1: Tracing OpenBB’s Provider Pipeline
The original goal was simple: figure out what OpenBB actually does and how it works internally.
Trace Log #2: Closing the Loop on OpenBB
The first trace stopped at the provider pipeline.
Trace log #3: Tracing one alert through Alert manager
I was trying to understand how mature systems separate signal from noise when many alerts arrive at once.
Essays
Reflections I: When Ideas Stopped Being Enough
I didn’t grow up in schools where writing was taught as a craft.
Systems Primitives: A Practical Software Systems Reading Framework
While debugging my first software system, I kept running into the same problem: I could see failures happening, but I couldn’t consistently explain them.
The Zero Balance Moment
Someone on X had been asked to show their TradeZella login, proof of a trading track record, and what came back was a $0 balance.
What I'm Building
I've always had a range of interests, for better or worse at times.