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Greetings! I'm Bryan, a full-stack software engineer and AI Researcher. I build multi-agent systems, evaluation infrastructure, and full-stack developer tooling. I'm passionate about software and even more passionate about learning. This blog is where I break down what I'm currently learning/building.
Recent posts
Here are things I wrote about as of late.

AI explanations can feel like learning without building real capability. This personal learning model uses deliberate struggle, practical reps, and intentional AI assistance to escape tutorial hell.

I built Bleppi, a review tool for psychometricians. In this post, I talk about how I distributed it after the initial deploy and what I learned.

For the past couple of weeks, I built a board exam review tool called Bleppi. In this article, I talk about what problem it solves and what I learned from building it.

AI has made code cheaper to write, but developers are reporting that it's made code harder to review. Here, I discuss how we overcome this bottleneck.

A curiosity-driven teardown of a Papa's Scooperia save: cracking the base64/AMF3 encoding open, reading the data inside, and rewriting my own progress

Learn why password hashing is deliberately slow, how salts defeat rainbow tables, and why Argon2id's memory-hardness stops GPU attacks. A developer's deep dive.