Exploring AI, analytics, and modern web development through the lens of content strategy, UX clarity, and real-world implementation—written with editorial discipline and hands-on technical experience.
_Personal notes on data labeling, RLHF, and where the real gains are happening now._ --- I used to think model quality was mostly a function of scale—more tokens: more parameters, more compute, etc....
Boost your productivity with a lean AI stack: o3 for strategy, Claude for writing, Gemini for prototyping, plus NotebookLM and Deep Research—powered by context engineering.
Learn how context engineering—using RAG, memory, and clean chat history—can boost AI accuracy and productivity by 10×. Slow down to speed up your workflow.
Discover how ScoreGenius uses machine learning to transform NBA statistics into powerful pre-game predictions. Our lightweight PWA delivers professional-grade analytics with zero friction—no accounts, no ads, just pure basketball intelligence.
Google Gemini 2.5 Pro brings game-changing reasoning abilities and a 1M token context window. See how it stacks up against competitors and whether it deserves a spot in your AI workflow.
Discover how strategic discomfort accelerates career growth while avoiding burnout. Learn the neuroscience behind professional development, including how dopamine, norepinephrine, and BDNF respond to challenges—and why today's comfort zone becomes tomorrow's limitation. Find your optimal growth zone.
Explore how AI is reshaping the tech workforce. Learn why automation's deflationary pressure could lower wages for tech professionals and what it means for the industry’s future.