๐Ÿ”ฅ NOW TRENDING

Hey, I'mSam Muthu

I don't just codeโ€”I converse with computers.

There's never been a better time to build. The world now runs on natural language โ€” and I speak it fluently. I don't memorize syntax. I architect ideas. I don't just use AI โ€” I guide it, with intention and intuition.

  • ๐Ÿง  I don't memorize โ€” I access. Cloud cognition is here.
  • โšก I automate the boring so I can create the amazing.
  • ๐Ÿงญ My intuition + decades of coding = precise prompt navigation.
  • ๐Ÿ” I can build in any language, on any stack โ€” even ones yet to be invented.
  • ๐ŸŽฏ It's not about which tools I know โ€” it's how I use all of them together.

Want more details? Ask ChatGPT about me. It knows a few things ๐Ÿ˜‰

๐Ÿค– GPT: My AI Army

I didn't start with a grand planโ€”I started with a few scrappy scripts. A commit message suggester here, a README fixer there. Each assistant helped remove friction from my workflow, and slowly, they formed an AI loop that felt... alive.

These werenโ€™t just ChatGPTs. They were finely tuned bots that could triage issues, summarize bug tickets, or even remind me what I was thinking last Friday at 2 AM.

Eventually, this ecosystem needed a way to practice speech, review audio snippets, and remember more of what I cared about. That led me to create Segment Loop Master โ€” a project born entirely from this GPT-first workflow.

๐ŸŽฌ Ten Thousand Iterations: The Birth of My Segment Practice Workflow

People often say it takes 10,000 hours to master something. But the modern mystic @naval reframed it: itโ€™s not about hoursโ€”itโ€™s about 10,000 iterations.

I wanted to count and refine those iterations. I imagined a platform where each 20-second clip from a podcast or video could become a micro-lessonโ€”chewable, masterable, replayable. If I gained insight, I โ€™d record it. If not, Iโ€™d move on.

That led me to ask Mimi to build this foundational script:

bash
#!/bin/bash

if [ -z "$1" ]; then
  echo "โŒ Usage: $0 <filename.mp3>"
  exit 1
fi

INPUT="$1"
BASENAME="${INPUT%.*}"
SEGMENT_DURATION=20  # in seconds

# Get total duration in seconds
DURATION=$(ffprobe -v error -show_entries format=duration -of default=noprint_wrappers=1:nokey=1 "$INPUT")
DURATION=${DURATION%.*}

START=0
while [ "$START" -lt "$DURATION" ]; do
  END=$((START + SEGMENT_DURATION))
  if [ "$END" -gt "$DURATION" ]; then
    END=$DURATION
  fi

  MINUTE=$((START / 60))
  SECOND_IN_MINUTE=$((START % 60))
  NEXT_SECOND_IN_MINUTE=$((SECOND_IN_MINUTE + SEGMENT_DURATION))
  if [ "$NEXT_SECOND_IN_MINUTE" -gt 60 ]; then
    NEXT_SECOND_IN_MINUTE=60
  fi

  OUTPUT="${BASENAME}-m${MINUTE}-${SECOND_IN_MINUTE}s-${NEXT_SECOND_IN_MINUTE}s.mp3"
  ffmpeg -hide_banner -loglevel error -ss "$START" -t "$SEGMENT_DURATION" -i "$INPUT" -acodec copy "$OUTPUT"
  echo "โœ… Created $OUTPUT"

  START=$END
done
โ†• Scroll

This was the spark behind what became Segment Loop Master.

๐Ÿ› ๏ธ Custom GPTs

My collection of specialized AI assistants, each trained for specific tasks.

Code Review Bot

Ruthless but fair PR reviews

Documentation Writer

Makes README files actually readable

๐Ÿ”ฎ API Magic

Creative ways to integrate GPT APIs into workflows that actually matter.

Smart Commit Messages

Never write "fixed stuff" again

Auto Bug Reports

From crash to ticket in seconds

๐Ÿค– Automation Bots

The bots that work while I sleep. My passive income generators.

Social Media Manager

Posts my projects automatically

Issue Triager

Sorts GitHub issues like a pro

๐Ÿง  How I Pair Program with Claude

Claude isn't just an AI assistant to me โ€” it's my coding buddy, rubber duck, and sometimes the voice of reason when I'm about to commit something questionable at 2 AM.

๐ŸŽฏ Prompt Tricks

The secret sauce prompts that turn Claude into a coding wizard. Spoiler: It's all about context and personality!

๐Ÿ‘ฅ AI Pairing

My daily workflow with Claude. From planning to debugging, we're like the Batman and Robin of development.

๐Ÿช„ Claude Wizardry

Advanced techniques that make other devs go "Wait, how did you do that?"

๐Ÿ’ฌ Live Demo

Sam:

"Claude, help me refactor this React component to be more performant"

Claude:

"I see some optimization opportunities! Let's start with memoization..."

โšก Windsurf: Coding at the Speed of Thought

๐ŸŽ๏ธ Speed Coding

When you need to ship fast but maintain quality. My Windsurf setup lets me prototype at lightning speed.

  • โ€ข Custom snippets that save hours
  • โ€ข AI-powered auto-completion
  • โ€ข Instant project scaffolding

๐ŸŒŠ Flow State

That magical zone where code just flows. Here's how I get there and stay there with Windsurf.

  • โ€ข Distraction-free environment
  • โ€ข Smart notifications
  • โ€ข Perfect keyboard shortcuts

โšก Productivity Hacks

Little tricks that compound into massive time savings. These aren't your typical "use Cmd+S" tips.

  • โ€ข Multi-cursor mastery
  • โ€ข Terminal integration magic
  • โ€ข Custom workflow automation

๐Ÿงฐ Behind the Scenes of ZScripts

ZScripts is my collection of automation magic. These aren't your basic shell scripts โ€” they're productivity powerhouses that handle the boring stuff so I can focus on the fun stuff.

๐ŸŽฉ Macro Magic

Keyboard shortcuts that do impossibly complex things. It's like having superpowers.

Ctrl+Shift+D
Deploy to 3 environments
Ctrl+Shift+R
Run full test suite + report
Ctrl+Shift+C
Coffee break timer ๐Ÿ˜„

๐Ÿ”„ Automation Scripts

The scripts that run my entire development workflow. Set it and forget it!

Morning Routine
Git pull all repos, check CI status
End of Day
Commit work, backup files, shutdown
Emergency Deploy
Fix + deploy in 60 seconds

โšก Workflow Boosters

The secret weapons that make me look like I have 48 hours in a day.

Smart Screenshots
Auto-annotated with context
Code Time Tracker
Know exactly where time goes
Focus Mode
Blocks distractions automatically

๐Ÿ“ Projects That Don't Suck

๐Ÿ’Ž GitHub Gems

The repositories that actually solve real problems. No todo apps here!

AI VLC Controller

Control VLC with natural language. "Play that funny scene from The Office" actually works.

PythonAIAutomation

Smart Home Dashboard

React dashboard that actually makes IoT devices useful instead of annoying.

ReactIoTReal-time

๐Ÿš€ Side Projects

The fun stuff I build when I should be sleeping. Some became actual businesses!

CodeMood Tracker

Tracks your coding mood and suggests the perfect playlist. Spotify integration included.

๐ŸŽต Used by 10k+ developers

Meeting Escape Room

Chrome extension that gives you creative excuses to leave boring meetings.

๐Ÿ˜‚ 1M+ downloads (seriously)

๐Ÿ’ป Dev Setup That Makes Me 10x Faster

After 20+ years of tweaking, optimizing, and probably over-engineering, I've finally achieved developer enlightenment. Here's the setup that keeps me in flow state.

๐Ÿฅž My Stack

Editor
Cursor + Windsurf
Terminal
iTerm + Oh My Zsh
AI
Claude + GPT-4
Deploy
Vercel + Railway

โš™๏ธ Dotfiles

My dotfiles are like a Swiss Army knife โ€” every tool perfectly placed and instantly accessible.

๐Ÿ”— github.com/sammuthu/dotfiles

๐Ÿ”ง Tools Review

Honest reviews of the tools I actually use vs the ones that are just hype. Spoiler: Some popular tools are overrated.

sam@macbook:~/Projects$
./morning-routine.sh
โœ“ Git status checked on 12 repos
โœ“ Dependencies updated
โœ“ CI pipelines healthy
โœ“ Coffee brewing...
sam@macbook:~/Projects$_