Blog
Essays and ideas.
June 2026
Your AI Agent Can't Log Into Anything. Here's How the Industry Is Fixing It.
Browser automation is solved for humans but not for AI agents, authentication is where every agent breaks. I dug through the source code of 20+ browser agent projects (OpenHands, Devin, Skyvern, browser-use) to map the architectural patterns the field has quietly converged on.
June 2026
Your AI Has Amnesia. Here's Every System Built to Fix It.
Every new LLM conversation starts from zero, the stateless AI problem isn't a limit of intelligence, it's a limit of how context is structured. A survey of every memory system built to fix it, from context windows to persistent agent memory.
April 2026
If You're Terrible at Creating Outfits, I Built an AI System That Does It For You
Living out of a suitcase across the UAE, India, and Mexico, I refused to download another app that made me manually log what I wear. So I built an agentic AI stylist on top of Notion, Supabase, and weather APIs that plans outfits and packing lists for me.
December 2025
“Professor AI”: Building an Autonomous Educational Intelligence Platform
Most RAG tutorials show you how to chat with a PDF; this is what it takes to build a system that teaches like your actual professors, personality, curriculum, and all. The full architecture behind the platform now supporting 250+ students at Tetr.
December 2025
The AI-Driven Divergence
Ray Dalio's Big Cycle says every dominant power is condemned to rise, peak, and decline, the US included. An essay on whether AI is the variable that breaks the cycle, or the one that accelerates it.