Welcome to My Tech-Journal

A space where I share my thoughts, experiences, and learnings on technology, programming, and innovation. Expect in-depth articles, tutorials, and projects that showcase my expertise in web development, cloud computing, machine learning, and more!

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MENTAL MODEL FOR WRITING EVALS IN AGENTIC AI SYSTEMS

Ever written tests for your code? Evals are the same thing, but for AI agents. This post shows you how to write them from scratch to get your agent ready for production.

GUARDRAILS ARE NOTHING BUT FANCY NAME OF IF-ELSE OR TRY-CATCH BLOCK

Guardrails is another important topic in the Agentic AI world. I want to share my mental model on Guardrails. What they are, why they matter, and how to implement them.

STRUCTURE FOR WRITING TOOL PROMPTS

In an agentic system, you give your LLM agent access to a lot of helpful tools. But just giving it a tool isn’t enough; you have to describe it perfectly. Here is my structure for writing tool prompts and definitions.

PROMPT STRUCTURE FOR PRODUCTION READY AGENTIC SYSTEM

If you cannot figure out what an agentic system does just by reading its prompts, it probably is not built right. After reading a lot of blogs and enterprise code, I wrote down my own patterns to stop LLMs from making random guesses. Here is how I structure Router and Specialist prompts.

REACT AND NODE-POOL ARCHITECTURE

Learn how to build better agentic systems by enhancing the ReACT framework with a node-pool architecture. This guide covers how to make your AI agents more scalable and maintainable, including a video walkthrough and a GitHub prototype.

QUANTUM COMPUTING WEEK 4 UPDATE

Week 4 update: Completed Black Opal intro, payment issues with Indian cards, and reaching out to the CEO.

QUANTUM COMPUTING WEEK 3 UPDATE

Week 3 update: Completed IBM course, learned about No-Cloning theorem, Teleportation, and Superdense coding. Next stop: Black Opal.

QUANTUM COMPUTING WEEK 2 UPDATE

Week 2 update: Qiskit installation, understand Ket and Bra vectors, and run my first quantum simulation code using Jupyter Notebook.

NEW LEARNING JOURNEY

Pivoting to something new!

MY FIRST DRUPALCON: NARA, JAPAN

Last week is going to be a great memory for me. I finally got to attend and present at my First DrupalCon, in Nara. I’ve been wanting to go for the last 4-5 years, and though I have been to Japan before, this time it felt completely different because I was there to present.