Essays & Notes

1 March 2025

Building AI Agents From Scratch

Everyone is wrapping GPT-4 in a for-loop and calling it an agent. Here's what real autonomous tool-use looks like — the architecture, the failure modes, and the lessons from building Arora AI.

15 January 2025

SAP Meets the Modern Web

SAP has a reputation problem. It's powerful, battle-tested, and genuinely excellent at what it does — but the developer experience is decades behind. Here's what bridging it with a Next.js frontend actually looks like.

20 November 2024

Zero to 39 Repos — What I Learned

In less than a year I went from no public GitHub presence to 39 repositories across Python, TypeScript, JavaScript, and C#. What I'd tell myself at repo #1.

10 September 2024

Hindi NLP Is Hard, and That's the Point

Building a voice assistant for Hindi and Hinglish speakers exposed every assumption baked into English-first AI tooling. A technical deep dive into the Bharat Biz Agent language pipeline.