The Curious Engineer

All blogs / DevOps / SRE / infrastructure

Muhammad

muhammadraza.me

Personal Blog where I write about things I learn or discover.

DevOps / SRE / infrastructureAI / MLPythonLinux / Unix

Posts
55 from 11 Jul 2018 to 11 Oct 2026
Posting
monthly (17 in the last year)
Kind
personal blog
Feed
https://muhammadraza.me/feed.xml

2026 13

  1. How Claude Opus 5.5 Made a Stop-Motion Docker Explainer in 38 Minutes
  2. What Happens Inside an LLM Server When 10 People Send a Prompt
  3. How to Convert GGUF to MLX (and When You Should Not)
  4. What Is an Agent Harness?
  5. I Built a Native macOS Transcription App with Codex in Five Days
  6. What Actually Happens During an ECS Rolling Deployment
  7. How ECS Actually Works: A Visual Guide for People Who Know Kubernetes
  8. GGUF vs MLX on Mac (Apple Silicon): Which Format to Pick
  9. Building CodeWiki: Compiling Codebases Into Living Wikis With LLMs
  10. I Built an Orchestrator That Watches GitHub Issues and Sends Agents to Fix Them
  11. Harness Engineering: The DevOps Skill Nobody Told You About
  12. Persistent Local Memory for Claude Code, Codex, and OpenCode
  13. AI Agents Are Just CI Pipelines With an LLM Plugged In

2025 4

  1. AWS Cost Optimization Case Study: How I Cut a Client's Bill by 50%
  2. The 5 ECS Decisions That Waste 6 Weeks (And What to Pick Instead)
  3. Building AI Agents for DevOps: From CI/CD Automation to Autonomous Deployments
  4. Building a CI/CD Pipeline Runner from Scratch in Python

2024 4

  1. Understanding Docker Internals: Building a Container Runtime in Python
  2. Creating a Simple Pastebin Service in Python and Flask
  3. Understanding HTTP Server by implementing in Python
  4. Python smtpd Was Removed in 3.12: How to Test Emails Locally with aiosmtpd

2023 10

  1. One Liners Python Edition
  2. Understanding Linux cp Command and Implementing in Python
  3. My Useful Shell Functions
  4. Understanding Python Variables: Namespaces and Variable Scope
  5. fzf - The Command-Line Fuzzy Finder
  6. WebScraping in Bash
  7. Exploring Lesser-Known Commands and Advanced Features of Homebrew
  8. Grep and Log Analysis
  9. My Favorite Vim Oneliners For Text Manipulation
  10. Unlock the Power of Asynchronous Programming in Python with asyncio

2022 1

  1. Using Commandline To Process CSV files

2021 2

  1. My Favorite One Liners
  2. Exploring Linux File System

2020 5

  1. Git Log
  2. AWS CloudFormation
  3. Databases (AWS Services)
  4. Everything you need to know for SAA Exam
  5. AWS Certification Notes for Cloud Practioner

2019 12

  1. Creating Simple Web App Using Django
  2. Connecting to Projector using XRANDR
  3. Enabling Wifi on Linux using CLI
  4. Using Regex To Extract Links.
  5. My Favorite Pandas Tricks
  6. Bash Script to Lowercase Filenames
  7. Generating SSH Keys for Your Machine
  8. Jupyter Keyboard Shortcuts
  9. NLP Basics: Stemming, Lemmatization, Tokenization & More
  10. Creating Interactive CLI App
  11. Exploring Git
  12. Visualizing Stocks

2018 4

  1. Publishing Packages on PyPi
  2. Sending SMS using Python
  3. Bash Aliases
  4. Download YouTube videos using Python.