Writing on AI, the web, and building for the future.
All of my long-form thoughts on AI Agents, Responsible AI, web development, and more, collected in chronological order.
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Responsible AI,Web
Does Google Search Grounding Actually Prevent Hallucination? I Benchmarked It on a Production App
Search grounding is designed to stop LLM hallucinations, but rigid formatting constraints can override it. I benchmarked 3 conditions with 30 queries across 10 global cities and built a reproducible test harness to measure the exact failure rates.
Web,Antigravity
I installed Modern Web Guidance in My Projects - Here's What Actually Changed
I ran a controlled refactor on my production Next.js app to see if Chrome's Modern Web Guidance actually stops AI from writing outdated, framework-heavy code. Here is what actually changed.
Web,Responsible AI
The JSON Schema That Made My AI Invent a Restaurant in Italy
How rigid formatting constraints can force LLMs to hallucinate—and how to build guardrails that prioritize truth over structure.
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Web,Antigravity
From Google AI Studio to Web App: Building with Nuxt and Gemini (now Antigravity)
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Web,CSS
What is CSS Subgrid? A Practical Tutorial
Read on freeCodeCamp
Web,Accessibility
How to Design Accessible Browser Extensions
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Web,JavaScript
How the JavaScript DOM Works – A Practical Tutorial
Read on freeCodeCamp