Writing
Notes and essays on fullstack development, automation, and AI engineering.
Blink: What should an agent do while you are not looking?
Most things called agents are chatbots with tools attached: you ask, they answer, and they stop existing when you close the tab. I built Blink to test a harder question, which is what an agent should do while you are not looking. It planned my time, and then it lied to me.
Gemini · Ai · Gemini 3.7
Building Rise AI for the Google Chrome Built On-Device AI Challenge 2025
Resume in Seconds (Rise AI) lives as a Chrome extension that floats quietly at the bottom of any job listing. Tap it once and you get a friendly panel that remembers your professional profile: experience, projects, skills, education, even certification blurbs.
Chrome · Google · Chrome Extenstion
Real-Time Email Categorization with AI: A Friendly Guide for Busy Teams
This guide shows you how to build a compassionate, real-time triage workflow using Gmail, Zapier, and OpenAI. The goal is simple: get every new email in front of the right teammate within seconds, without adding headcount or complicated infrastructure.
Automations · Zapier · Email
Database Talking back? Building a CDC Pipeline with Spring Boot, Embedded Debezium & Postgres
If you’ve ever needed to track when users log in, sync profile updates to other systems, or trigger actions based on live data then Change Data Capture (CDC) might just become your new best friend.
Database · Springboot · PostgreSQL