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Gemma 4 challenge inspired me to build my first app!
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 It started with a real need. Then came the idea. And then a vision — to turn this idea into a reality. When I started my…
Your Inbox Knows Too Much: Parsli for the Privacy Paranoid
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Every few weeks there is another story about leaked customer data or a breached SaaS platform. At the same time…
I tried Amazon’s Bee wearable and am both intrigued and slightly creeped out
Like other AI wearables, Amazon’s Bee offers an odd combination of convenience and privacy anxiety.
Jules: Google’s Async AI Coding Agent Actually Changes How I Think About Code Reviews
This is a submission for the Google I/O 2026 Challenge: Explore Google I/O 2026 Google announced a lot at I/O 2026. Most of it was Gemini branding on existing products. Jules is not that.…
Hosting MCP Gateway Registry on AWS ECS: A Practical Blueprint for Enterprise Agentic AI Systems
Hosting MCP Gateway Registry on AWS ECS: A Practical Blueprint for Enterprise Agentic AI Systems AI agents are no longer just demo applications that answer questions. They are slowly becoming…
Source Score: Continuing Exploration of LLM Usage in Automated Workflows
This post is a continuation of a microservice I’ve been building. You can check out my last post in the series here. TL;DR – I built a weekly pipeline that pulls the ten newest articles…
Introduction to Generative AI
What is Generative AI ? For the given user input(user query), output like text,image, video etc will be generated. This is called generative AI. How it generates content? A model will be used…
PID Tuning That Actually Converges: Ziegler-Nichols and the Root Locus View
The PID controller is the workhorse of industrial control. It runs temperature loops, motor drives, flow valves, and flight surfaces. The algorithm itself is three terms and a line of…
Stop Letting AI Guess Your Playwright Tests: Use Context7 MCP
The problem While working on my Swiftcart QA automation project, I asked my AI agent a simple question: “What’s your knowledge cutoff date?” It answered: April 2024. That matters because…
Building EIDOLON OS — A Local-First AI Cognitive Operating System
I’ve been experimenting with a different direction for personal AI: not cloud chatbots, not another wrapper, but a local-first cognitive operating system. So I built EIDOLON OS. An…
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