The Graph Isn't the Agent

Somewhere in every big org right now, there is a Slack channel called #ai-agents-initiative, and someone in it has just shipped a LangGraph demo that calls a weather API. Leadership is thrilled. A slide says “Agentic AI” in a font that’s a little too big. I’ve been that someone. I’ve built that demo. I’ve also watched it fall over the moment a real user typed something slightly weird into it. ...

July 1, 2026 · 7 min · Utkarsh Joshi

Automating the Mundane: How I Built a Full-Stack Attendance Bot

Every developer has that one daily task they secretly despise. For me, it wasn’t writing docs or fixing bugs—it was the daily “swipe-in” on our HR portal, let’s call it “Gx-HR” (you know the one). Here is the irony: I physically go to the office every single day. I am there. But remembering to open the app and click “Sign In” at 10:00 AM? That is a mental load I simply couldn’t carry. ...

November 26, 2025 · 4 min · Utkarsh Joshi