Trip to Southern Utah
July 4, 2026
OpenAI's mid-year break was a chance to fly to Las Vegas, drive into southern Utah, and hike around Zion, Escalante, and Bryce Canyon.
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Software systems, AI tools, books, and experiments.
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Farming Expensive Coding Agent Sessions
June 14, 2026
My coding-agent sessions are more expensive now. The useful spend is the part that turns mistakes into better tests, graders, prompts, and checks.
Camping Indoors in San Francisco
April 27, 2026
My first week in San Francisco: paperwork, an unfurnished apartment, two cats, Bay Trail runs, and waiting for furniture.
Coding Agents for Inspectable Browser Tools
April 10, 2026
Building frontend-only tools for load flow and Mandelbrot zooming gave me concrete ways to inspect older technical models.
Dropout as Shared-Parameter Bagging
March 7, 2026
A concrete way to understand dropout in deep learning: sampled subnetworks with shared weights, standing in for a much more expensive ensemble.
Studying with the 11-Inch M3 iPad Air
March 5, 2026
Notes on the 11-inch iPad Air M3 as a lightweight reading, annotation, and remote-workflow setup for studying.
One Manifest for Responsive Images
March 4, 2026
I replaced scattered responsive-image conventions in a Next.js static site with one generated manifest for variants, dimensions, and runtime lookup.
Make Internal Tools Cheap to Try
February 28, 2026
A conversation with colleagues about lower-friction AI-assisted prototypes for small internal tools.
Codex for Site Edits, Sora for Visual Sketches
February 22, 2026
How Codex made small website edits easier to make from a phone, while Sora still feels more useful for exploratory visuals than finished work.
Representation, Efficiency, and Learnability
February 15, 2026
Goodfellow Chapter 6 sharpened how I separate representation, parameter efficiency, and optimization when thinking about deep feedforward networks.
Math Foundations for Deep Learning
February 7, 2026
Part I of Goodfellow, Bengio, and Courville works best as shared vocabulary for later chapters, with proof details still worth supplementing.
Planning and Verification in AI-Assisted Coding
February 3, 2026
How my AI-assisted coding workflow shifted from quick snippets to clearer briefs, review checkpoints, and build/lint/test verification.
Static Markdown Inside This Next.js Site
January 31, 2026
How I added a repo-backed Markdown blog to my static Next.js portfolio without adding a CMS or runtime admin surface.
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