Tags

• python 8
• ml-engineering 5
• test 2
• ubuntu 2
• prompt-engineering 2
• llms 2
• generative-ai 2
• mlops 2
• data-science 2
• ml-math 2
• deep-learning 2
• devops 2
• books 1
• dataengg 1
• chatgpt 1
• ai-basics 1
• prompt-optimization 1
• ai-tools 1
• git 1
• github 1
• dev-environment 1
• setup 1
• linux 1
• terminal 1
• google-colab 1
• kaggle 1
• jupyter 1
• gpu 1
• ml-setup 1
• project-structure 1
• best-practices 1
• scaffold 1
• oop 1
• object-oriented 1
• collections 1
• control-flow 1
• generators 1
• decorators 1
• type-hints 1
• comprehensions 1
• advanced-python 1
• numpy 1
• pandas 1
• data-engineering 1
• ml-fundamentals 1
• matplotlib 1
• seaborn 1
• data-visualization 1
• logging 1
• linear-algebra 1
• calculus 1
• mathematics 1
• neural-networks 1
• probability 1
• statistics 1
• bayesian 1
• pytest 1
• testing 1
• tdd 1
• virtual-environments 1
• engineering 1
• oauth 1
• debugging 1
• systems 1
• mcp 1
• backend 1
• ai 1
• explainable-ai 1
• gam 1
• pharma 1
• fastapi 1
• mlflow 1
• github-pages 1
• dns 1
• namecheap 1
• aws 1
• blogging 1
• infrastructure 1

python

How I Built an Explainable AI System to Optimize Pharma Sales Calls

May 18, 2026 10 minute read

When a client said ‘no black boxes’, I discovered GAM - and it changed how I think about enterprise ML

Day 10 of 180 - PyTest & Virtual Environments

March 29, 2026 24 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 7 of 180 - Data Visualisation

March 26, 2026 14 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 6 of 180 - Numpy & Pandas

March 25, 2026 19 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 5 of 180 - Comprehensions, Generators, Decorators & Modern Features

March 24, 2026 17 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 4 of 180 - Collections, Control Flow & Object-Oriented Programming

March 23, 2026 15 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 3 of 180 - ML Project Structure + NeuralCorp Scaffold (Mini-Project MP-0)

March 22, 2026 10 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 1 of 180 - Dev Environment Setup + Git & GitHub

March 21, 2026 6 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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ml-engineering

Day 10 of 180 - PyTest & Virtual Environments

March 29, 2026 24 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 7 of 180 - Data Visualisation

March 26, 2026 14 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 4 of 180 - Collections, Control Flow & Object-Oriented Programming

March 23, 2026 15 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 3 of 180 - ML Project Structure + NeuralCorp Scaffold (Mini-Project MP-0)

March 22, 2026 10 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 1 of 180 - Dev Environment Setup + Git & GitHub

March 21, 2026 6 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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test

Sample blog post

February 28, 2020 less than 1 minute read

Each post also has a subtitle

Flake it till you make it

February 26, 2020 2 minute read

Excerpt from Soulshaping by Jeff Brown

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ubuntu

Flatpak Apps in Gnome

July 2, 2022 2 minute read

Install cross-distro apps in any Linux Distro

Hyper - Give life to your default terminal

June 25, 2022 3 minute read

Terminal for those who love UI

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prompt-engineering

Automatic Prompt Optimization

May 20, 2023 1 minute read

Write better prompts with LLMs

Prompt Engineering - Intro

February 24, 2023 less than 1 minute read

Make AI to dance to your tune!

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llms

Automatic Prompt Optimization

May 20, 2023 1 minute read

Write better prompts with LLMs

Prompt Engineering - Intro

February 24, 2023 less than 1 minute read

Make AI to dance to your tune!

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generative-ai

Automatic Prompt Optimization

May 20, 2023 1 minute read

Write better prompts with LLMs

Prompt Engineering - Intro

February 24, 2023 less than 1 minute read

Make AI to dance to your tune!

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mlops

How I Built an Explainable AI System to Optimize Pharma Sales Calls

May 18, 2026 10 minute read

When a client said ‘no black boxes’, I discovered GAM - and it changed how I think about enterprise ML

Day 3 of 180 - ML Project Structure + NeuralCorp Scaffold (Mini-Project MP-0)

March 22, 2026 10 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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data-science

Day 9 of 180 - Probability & Statistics

March 28, 2026 22 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 6 of 180 - Numpy & Pandas

March 25, 2026 19 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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ml-math

Day 9 of 180 - Probability & Statistics

March 28, 2026 22 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 8 of 180 - Linear Algebra & Calculus

March 27, 2026 14 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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deep-learning

Day 9 of 180 - Probability & Statistics

March 28, 2026 22 minute read

Part of my 180-day AI Engineering journey - explained for beginners

Day 8 of 180 - Linear Algebra & Calculus

March 27, 2026 14 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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devops

From GitHub Pages to a Real Domain - How I Finally Claimed edwardpraveen.com

May 24, 2026 4 minute read

A step-by-step account of moving my technical blog off a github.io subdomain, the architecture decisions I weighed, and exactly what I clicked (and skipped) ...

Day 10 of 180 - PyTest & Virtual Environments

March 29, 2026 24 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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books

Flake it till you make it

February 26, 2020 2 minute read

Excerpt from Soulshaping by Jeff Brown

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dataengg

Cloud Setup for Data Engineering

July 3, 2022 2 minute read

Data Engineering Series - 1

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chatgpt

Prompt Engineering - Intro

February 24, 2023 less than 1 minute read

Make AI to dance to your tune!

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ai-basics

Prompt Engineering - Intro

February 24, 2023 less than 1 minute read

Make AI to dance to your tune!

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prompt-optimization

Automatic Prompt Optimization

May 20, 2023 1 minute read

Write better prompts with LLMs

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ai-tools

Automatic Prompt Optimization

May 20, 2023 1 minute read

Write better prompts with LLMs

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git

Day 1 of 180 - Dev Environment Setup + Git & GitHub

March 21, 2026 6 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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github

Day 1 of 180 - Dev Environment Setup + Git & GitHub

March 21, 2026 6 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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dev-environment

Day 1 of 180 - Dev Environment Setup + Git & GitHub

March 21, 2026 6 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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setup

Day 1 of 180 - Dev Environment Setup + Git & GitHub

March 21, 2026 6 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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linux

Day 2 of 180 - Linux Terminal + Google Colab & Kaggle Setup

March 22, 2026 8 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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terminal

Day 2 of 180 - Linux Terminal + Google Colab & Kaggle Setup

March 22, 2026 8 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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google-colab

Day 2 of 180 - Linux Terminal + Google Colab & Kaggle Setup

March 22, 2026 8 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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kaggle

Day 2 of 180 - Linux Terminal + Google Colab & Kaggle Setup

March 22, 2026 8 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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jupyter

Day 2 of 180 - Linux Terminal + Google Colab & Kaggle Setup

March 22, 2026 8 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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gpu

Day 2 of 180 - Linux Terminal + Google Colab & Kaggle Setup

March 22, 2026 8 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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ml-setup

Day 2 of 180 - Linux Terminal + Google Colab & Kaggle Setup

March 22, 2026 8 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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project-structure

Day 3 of 180 - ML Project Structure + NeuralCorp Scaffold (Mini-Project MP-0)

March 22, 2026 10 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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best-practices

Day 3 of 180 - ML Project Structure + NeuralCorp Scaffold (Mini-Project MP-0)

March 22, 2026 10 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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scaffold

Day 3 of 180 - ML Project Structure + NeuralCorp Scaffold (Mini-Project MP-0)

March 22, 2026 10 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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oop

Day 4 of 180 - Collections, Control Flow & Object-Oriented Programming

March 23, 2026 15 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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object-oriented

Day 4 of 180 - Collections, Control Flow & Object-Oriented Programming

March 23, 2026 15 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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collections

Day 4 of 180 - Collections, Control Flow & Object-Oriented Programming

March 23, 2026 15 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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control-flow

Day 4 of 180 - Collections, Control Flow & Object-Oriented Programming

March 23, 2026 15 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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generators

Day 5 of 180 - Comprehensions, Generators, Decorators & Modern Features

March 24, 2026 17 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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decorators

Day 5 of 180 - Comprehensions, Generators, Decorators & Modern Features

March 24, 2026 17 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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type-hints

Day 5 of 180 - Comprehensions, Generators, Decorators & Modern Features

March 24, 2026 17 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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comprehensions

Day 5 of 180 - Comprehensions, Generators, Decorators & Modern Features

March 24, 2026 17 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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advanced-python

Day 5 of 180 - Comprehensions, Generators, Decorators & Modern Features

March 24, 2026 17 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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numpy

Day 6 of 180 - Numpy & Pandas

March 25, 2026 19 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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pandas

Day 6 of 180 - Numpy & Pandas

March 25, 2026 19 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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data-engineering

Day 6 of 180 - Numpy & Pandas

March 25, 2026 19 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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ml-fundamentals

Day 6 of 180 - Numpy & Pandas

March 25, 2026 19 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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matplotlib

Day 7 of 180 - Data Visualisation

March 26, 2026 14 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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seaborn

Day 7 of 180 - Data Visualisation

March 26, 2026 14 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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data-visualization

Day 7 of 180 - Data Visualisation

March 26, 2026 14 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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logging

Day 7 of 180 - Data Visualisation

March 26, 2026 14 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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linear-algebra

Day 8 of 180 - Linear Algebra & Calculus

March 27, 2026 14 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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calculus

Day 8 of 180 - Linear Algebra & Calculus

March 27, 2026 14 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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mathematics

Day 8 of 180 - Linear Algebra & Calculus

March 27, 2026 14 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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neural-networks

Day 8 of 180 - Linear Algebra & Calculus

March 27, 2026 14 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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probability

Day 9 of 180 - Probability & Statistics

March 28, 2026 22 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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statistics

Day 9 of 180 - Probability & Statistics

March 28, 2026 22 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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bayesian

Day 9 of 180 - Probability & Statistics

March 28, 2026 22 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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pytest

Day 10 of 180 - PyTest & Virtual Environments

March 29, 2026 24 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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testing

Day 10 of 180 - PyTest & Virtual Environments

March 29, 2026 24 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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tdd

Day 10 of 180 - PyTest & Virtual Environments

March 29, 2026 24 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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virtual-environments

Day 10 of 180 - PyTest & Virtual Environments

March 29, 2026 24 minute read

Part of my 180-day AI Engineering journey - explained for beginners

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engineering

Reverse Engineering an MCP-Based Job Application (Without Instructions)

April 15, 2026 7 minute read

How I cracked an unconventional job application that gave me nothing but a URL

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oauth

Reverse Engineering an MCP-Based Job Application (Without Instructions)

April 15, 2026 7 minute read

How I cracked an unconventional job application that gave me nothing but a URL

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debugging

Reverse Engineering an MCP-Based Job Application (Without Instructions)

April 15, 2026 7 minute read

How I cracked an unconventional job application that gave me nothing but a URL

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systems

Reverse Engineering an MCP-Based Job Application (Without Instructions)

April 15, 2026 7 minute read

How I cracked an unconventional job application that gave me nothing but a URL

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mcp

Reverse Engineering an MCP-Based Job Application (Without Instructions)

April 15, 2026 7 minute read

How I cracked an unconventional job application that gave me nothing but a URL

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backend

Reverse Engineering an MCP-Based Job Application (Without Instructions)

April 15, 2026 7 minute read

How I cracked an unconventional job application that gave me nothing but a URL

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ai

Reverse Engineering an MCP-Based Job Application (Without Instructions)

April 15, 2026 7 minute read

How I cracked an unconventional job application that gave me nothing but a URL

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explainable-ai

How I Built an Explainable AI System to Optimize Pharma Sales Calls

May 18, 2026 10 minute read

When a client said ‘no black boxes’, I discovered GAM - and it changed how I think about enterprise ML

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gam

How I Built an Explainable AI System to Optimize Pharma Sales Calls

May 18, 2026 10 minute read

When a client said ‘no black boxes’, I discovered GAM - and it changed how I think about enterprise ML

Back to Top ↑

pharma

How I Built an Explainable AI System to Optimize Pharma Sales Calls

May 18, 2026 10 minute read

When a client said ‘no black boxes’, I discovered GAM - and it changed how I think about enterprise ML

Back to Top ↑

fastapi

How I Built an Explainable AI System to Optimize Pharma Sales Calls

May 18, 2026 10 minute read

When a client said ‘no black boxes’, I discovered GAM - and it changed how I think about enterprise ML

Back to Top ↑

mlflow

How I Built an Explainable AI System to Optimize Pharma Sales Calls

May 18, 2026 10 minute read

When a client said ‘no black boxes’, I discovered GAM - and it changed how I think about enterprise ML

Back to Top ↑

github-pages

From GitHub Pages to a Real Domain - How I Finally Claimed edwardpraveen.com

May 24, 2026 4 minute read

A step-by-step account of moving my technical blog off a github.io subdomain, the architecture decisions I weighed, and exactly what I clicked (and skipped) ...

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dns

From GitHub Pages to a Real Domain - How I Finally Claimed edwardpraveen.com

May 24, 2026 4 minute read

A step-by-step account of moving my technical blog off a github.io subdomain, the architecture decisions I weighed, and exactly what I clicked (and skipped) ...

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namecheap

From GitHub Pages to a Real Domain - How I Finally Claimed edwardpraveen.com

May 24, 2026 4 minute read

A step-by-step account of moving my technical blog off a github.io subdomain, the architecture decisions I weighed, and exactly what I clicked (and skipped) ...

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aws

From GitHub Pages to a Real Domain - How I Finally Claimed edwardpraveen.com

May 24, 2026 4 minute read

A step-by-step account of moving my technical blog off a github.io subdomain, the architecture decisions I weighed, and exactly what I clicked (and skipped) ...

Back to Top ↑

blogging

From GitHub Pages to a Real Domain - How I Finally Claimed edwardpraveen.com

May 24, 2026 4 minute read

A step-by-step account of moving my technical blog off a github.io subdomain, the architecture decisions I weighed, and exactly what I clicked (and skipped) ...

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infrastructure

From GitHub Pages to a Real Domain - How I Finally Claimed edwardpraveen.com

May 24, 2026 4 minute read

A step-by-step account of moving my technical blog off a github.io subdomain, the architecture decisions I weighed, and exactly what I clicked (and skipped) ...

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