Hi, I'm Jay
Welcome to my website where I do my work and publish it too! On here I document my development work, share my thoughts, and maybe even post some personal stuff.
Projects
Each of these is live on this site — click into any of them.
Deep DivePoint an LLM at any public GitHub repo and get a vulnerability report. It walks the source file by file and streams findings as the model reads.Food MathThe fastest food portion logger. Type what you ate in plain language, the model parses it into structured nutrition data, you approve or correct it.PoolA saltwater pool maintenance dashboard with test logging, a dosing calculator, and a reference section — built because test strips and guesswork weren't cutting it.CPU LadderA visual Intel vs AMD desktop CPU comparison. See equivalents at a glance without digging through benchmark tables.
Featured writing
If you only read a few, read these.
How I Learned to CodeI'm self-taught, and the path was anything but straight.May 7, 2026How I Use AIWhy I'm obsessed with AI and what I do with itMay 7, 2026Frontmatter Is a Dead End (And Everything I Changed to Prove It)A marathon Copilot session that touched 70+ files, added relatedPosts everywhere — and the realization that this whole content system sorely needs a database.May 7, 2026Why My Blog Posts Are Programs, Not DocumentsMy content is interactive programs, not static markdown. TSX enables publishing executable experiences.May 7, 2026
Recent writing
What I've been working through lately.
Building and Debugging a Post Creator SkillI added a skill to this repo today whose entire job is creating one file—it took three failed attempts to get it working, and the failures were more interesting than the skill.August 29, 2026Content Pipeline Handoff NotesNotes on treating TSX as constrained content data to enable database storage and production staging workflows.August 29, 2026Test PostA placeholder post with minimal content to get started.August 29, 2026Frankenformats: Stop Making Your Markdown Do ThingsMarkdown is text with structure—not a programming language, component system, or templating engine.May 8, 2026Building the new-doc SkillHow we built a Cline skill for creating structured markdown posts, and the small fixes we made along the way.May 7, 2026