Blog Posts

Autoscaling LLM Inference on GKE with TPU v5e and vLLM

29 April, 2026

This post documents the end-to-end process of deploying an autoscaling LLM inference endpoint on Google Kubernetes Engine using Cloud TPU v5e and vLLM. It covers everything from quota discovery to a l

postgcppython

Golang vs Rust: API Performance Load Test

2 May, 2025

Roughly 8 months back, I wrote [an article comparing the performance of Python against Golang](https://xprilion.com/golang-vs-python-api-performance-load-test/), and the latter emerged a clear winner.

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What's Next for Call Centers? Embracing AI in 2024

2 May, 2025

Stuck at a problem with your newly bought printer? Or maybe your order is being shipped to another country without your consent? Like, you turned to a call-based customer support session to get it sol

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Ollama Models on Cloud Run

2 May, 2025

This blog is a read-along for the repository [xprilion/ollama-cloud-run](https://github.com/xprilion/ollama-cloud-run/) which shows how to deploy various models using the Ollama API on Cloud Run, to r

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Firebase Data Connect - Getting Started

2 May, 2025

tl;dr - Demo: [https://dataconnectdemo-x.web.app/](https://dataconnectdemo-x.web.app/), Github: [https://github.com/xprilion/firebase-data-connect-demo](https://github.com/xprilion/firebase-data-conne

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How much Randomness do you really need?

2 May, 2025

> tl;dr: This article doesn't tell you how to generate more random numbers, it asks you - do you need it? And also sort of tells you how to generate more random numbers along the way. In a world full

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Resume Template by Anubhav - Beat the ATS

2 May, 2025

tl;dr - I made [a resume template that scores high on ATS systems and has become insanely popular](https://www.overleaf.com/latex/templates/resume-template-by-anubhav/dhmkrwtksdgy)! Since then, I have

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Golang vs Python: API Performance Load Test

2 May, 2025

In 2016, when I had started learning Python, I was increasingly convinced it would be the last programming language I would learn. After countless projects created with Python, a couple of technical b

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Revamping my blog with Hashnode Headless CMS

2 May, 2025

This blog has been written for the Hashnode Headless API Hackathon and the Gatsby + Hashnode Headless + Typescript is publicly available at - [https://github.com/xprilion/gatsby-hashnode-headless](htt

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Docker Python Dump HTTP Request Example

20 April, 2025

This blog is an explanation for the code present in the [github.com/xprilion/docker-python-dump-http-request-example](http://github.com/xprilion/docker-python-dump-http-request-example) repo. The mai

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Job Scheduling on Google Cloud Platform

20 April, 2025

> Job scheduling is like conducting an orchestra; every task must play its part at the right time to create a harmonious symphony of efficiency. In the world of software systems, job scheduling plays

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Python Websockets SSL with Let's Encrypt

20 April, 2025

This tutorial is an explanation of my gist [Python Websockets SSL with Let's Encrypt](https://gist.github.com/xprilion/ceab48ec77a70be1d403e396170991e6) . With the launch of HTML5 in 2008, a technolo

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High Availability ML Deployments

20 April, 2025

> The average cost of IT downtime is $5,600 per minute. ~ Gartner Downtimes can be costly. During downtimes, a company may face loss of business, loss of customer trust, loss of reputation in the te

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Dividing is Easy, Unite if you can

20 April, 2025

There’s always an easy option and one that needs courage, patience and a strong will. When I was a kid, every evening, I used to go out to play in a park nearby my home. We were a good mix of kids

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The Cost of Standing Out

20 April, 2025

9 years back, on this date, I launched a social network built from scratch. Almost a month later, I added on the same platform a search engine, again, built from scratch. The website gained almost 60

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Decoding Propaganda In Memes

20 April, 2025

Memes - the nice images you see floating around literally everywhere on the Internet these days and the stuff that fuels your social media. Memes began as a source of entertainment - containing jokes

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A Generic MongoDB Wrapper API with Flask and PyMongo

20 April, 2025

--- Hey there, hope you're well! It's been a while since I wrote something here, to my defence I wrote this tutorial about [How to setup a secure, remote JupyterLab workstation](https://www.digitaloc

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Machine Learning On 2GB RAM

20 April, 2025

If you think you read the title, or maybe I typed it wrong, you're wrong in both cases. The title proposes an article about performing machine learning with the bare minimum RAM usage, and that's what

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Folding@Home Setup - Local and Cloud VM

18 April, 2025

--- The world is facing an unprecedented situation with the [Coronavirus outbreak](https://www.who.int/emergencies/diseases/novel-coronavirus-2019). It is crucial at these times for everyone to join

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Being Noob - Starting a tech journey

18 April, 2025

Hi there! I realized I began sort of suddenly, talking about networks first and then a tech scholarship, while not having yet talked about how things began for me and what I believe is a good way to l

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Difference between localhost, 127.0.0.1 and 0.0.0.0

18 April, 2025

I've been often asked, why do we sometimes need to specify the IP for a program to be `0.0.0.0` in order to get it to be accessible from machines outsides the network. I shall attempt to answer the qu

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OMG, a new look!

18 April, 2025

Hey there! If you have visited my website in 2019 or before, you would know that my website was pretty blue and very blue. Overall, it was unexciting, and there was no fresh content on it. But did tha

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