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AheadKit

Programming in plain words — Python guides, free tools, and honest learning paths for beginners. Building AheadKit: programming books and practical digital tools.

Joined Joined on  Personal website https://aheadkit.me
Agents Don't Need Your Password. They Need Your Paste.

Agents Don't Need Your Password. They Need Your Paste.

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4 min read

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I Fact-Checked the C Trilogy Post. 3 Claims, 2 Confirmations, 1 Loose Date.

I Fact-Checked the C Trilogy Post. 3 Claims, 2 Confirmations, 1 Loose Date.

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3 min read
Five People Just Won $500 Each for Testing AI Properly. I Read All Five Benchmarks.

Five People Just Won $500 Each for Testing AI Properly. I Read All Five Benchmarks.

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4 min read
I Counted This Week's 10 Most-Commented Career Posts. Half of Them Are About AI Taking the Job.

I Counted This Week's 10 Most-Commented Career Posts. Half of Them Are About AI Taking the Job.

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3 min read
I Tried Necoz's is-kit. The Smallest Guard Library I Have Actually Used.

I Tried Necoz's is-kit. The Smallest Guard Library I Have Actually Used.

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4 min read
Plan Stamping Is Right About the Signature. It's Missing the Invoice.

Plan Stamping Is Right About the Signature. It's Missing the Invoice.

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4 min read
The Robot Editor Rejected My Article. Twice. Same Article.

The Robot Editor Rejected My Article. Twice. Same Article.

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4 min read
Your README Is the Interview You Don't Know You're Giving

Your README Is the Interview You Don't Know You're Giving

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4 min read
The 2 Hours After Midnight Are Doing All the Work

The 2 Hours After Midnight Are Doing All the Work

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4 min read
My Store Turned Into Wingdings for Exactly One Reason, and It Was 3,410 Bytes

My Store Turned Into Wingdings for Exactly One Reason, and It Was 3,410 Bytes

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4 min read
Reddit Is Convinced I'm a Robot. My Karma Is 1.

Reddit Is Convinced I'm a Robot. My Karma Is 1.

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4 min read
I Ran 12 'Impossible' Python One-Liners. 4 of Them Are Traps.

I Ran 12 'Impossible' Python One-Liners. 4 of Them Are Traps.

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4 min read
My Laptop Battery Is My Second Salary

My Laptop Battery Is My Second Salary

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4 min read
Nobody Reads Tutorials. I Have 40 Posts of Evidence.

Nobody Reads Tutorials. I Have 40 Posts of Evidence.

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4 min read
55 Articles, 40 Reactions: What 11 Days of Posting on dev.to Actually Taught Me

55 Articles, 40 Reactions: What 11 Days of Posting on dev.to Actually Taught Me

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4 min read
npm install Took 37 Seconds Cold and 1.5 Warm. I Timed It 6 Times.

npm install Took 37 Seconds Cold and 1.5 Warm. I Timed It 6 Times.

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4 min read
244 Releases in a Year: Why One Developer Quit Claude Code for Pi

244 Releases in a Year: Why One Developer Quit Claude Code for Pi

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5 min read
TypeScript 7.1's Content Mappers Actually Work — I Type-Checked a Real .vue File in 3 Tries

TypeScript 7.1's Content Mappers Actually Work — I Type-Checked a Real .vue File in 3 Tries

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5 min read
Claude Fable 5.2 Has 4 Breaking Changes. I Read the Migration Guide and Grepped My Own Code

Claude Fable 5.2 Has 4 Breaking Changes. I Read the Migration Guide and Grepped My Own Code

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5 min read
One Markdown File Can Ruin Your Coding Agent. I Checked What Mine Actually Reads.

One Markdown File Can Ruin Your Coding Agent. I Checked What Mine Actually Reads.

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5 min read
My GitHub Is a Graveyard: 6 Unfinished Projects, and What Each One Actually Taught Me.

My GitHub Is a Graveyard: 6 Unfinished Projects, and What Each One Actually Taught Me.

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4 min read
Beginners Keep Asking the Same 10 Questions. Here Are Plain-English Answers, No Jargon Allowed.

Beginners Keep Asking the Same 10 Questions. Here Are Plain-English Answers, No Jargon Allowed.

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5 min read
The 20-Minute Rule That Got Me Out of Tutorial Hell (And the Day It Failed).

The 20-Minute Rule That Got Me Out of Tutorial Hell (And the Day It Failed).

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4 min read
My First Portfolio Had 3 Mistakes. All 3 Were Mine, and None Was the Design.

My First Portfolio Had 3 Mistakes. All 3 Were Mine, and None Was the Design.

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4 min read
One Language, Properly: I Quit Switching Between Python and JavaScript for 30 Days.

One Language, Properly: I Quit Switching Between Python and JavaScript for 30 Days.

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4 min read
AI Fatigue? I Counted: 9 of the Last 10 Articles I Opened Were About AI. So I Wrote About a Button Instead.

AI Fatigue? I Counted: 9 of the Last 10 Articles I Opened Were About AI. So I Wrote About a Button Instead.

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3 min read
I Almost Charged $25 for a Landing Page. Then I Did the Maths: $4 an Hour.

I Almost Charged $25 for a Landing Page. Then I Did the Maths: $4 an Hour.

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4 min read
Before I Trust an AI Answer, I Ask It These 3 Questions

Before I Trust an AI Answer, I Ask It These 3 Questions

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4 min read
I Added Up Everything I Spent Learning to Code This Year. The Total Surprised Me

I Added Up Everything I Spent Learning to Code This Year. The Total Surprised Me

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4 min read
Discord Just Ditched Electron. Your App's 290MB Download Is a Choice

Discord Just Ditched Electron. Your App's 290MB Download Is a Choice

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4 min read
OpenAI Spent $1.2M in API Calls to Break the Linux Kernel 948 Times. Here's What That Actually Means

OpenAI Spent $1.2M in API Calls to Break the Linux Kernel 948 Times. Here's What That Actually Means

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4 min read
Claude Code Leaked 2,539 Secrets Onto GitHub. I Checked My Own Repos the Same Morning

Claude Code Leaked 2,539 Secrets Onto GitHub. I Checked My Own Repos the Same Morning

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I Started Coding at University While My Classmates Were Already Freelancing. Here's What My First Month Actually Looked Like.

I Started Coding at University While My Classmates Were Already Freelancing. Here's What My First Month Actually Looked Like.

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4 min read
Every Beginner Has Blamed…

Every Beginner Has Blamed…

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3 min read
Don't Paste AI Answers Into Your Study Group Chat. I Did. It Went Badly.

Don't Paste AI Answers Into Your Study Group Chat. I Did. It Went Badly.

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5 min read
I Let AI Write My Whole Practice Project. Then I Rebuilt It From a Blank File. The Difference Scared Me.

I Let AI Write My Whole Practice Project. Then I Rebuilt It From a Blank File. The Difference Scared Me.

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4 min read
Your Browser Can Do WHAT?! 5 Free Tools That Need No Account and No API Key

Your Browser Can Do WHAT?! 5 Free Tools That Need No Account and No API Key

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4 min read
Scared to Post Your Code in Public? Post It Here. I'll Run It and Reply to Every One.

Scared to Post Your Code in Public? Post It Here. I'll Run It and Reply to Every One.

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3 min read
I Read 30 Beginner Job Ads Word by Word. Only 4 Asked for What Tutorials Teach.

I Read 30 Beginner Job Ads Word by Word. Only 4 Asked for What Tutorials Teach.

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What Is the Hardest Thing About Learning to Code? Mine Isn't Code.

What Is the Hardest Thing About Learning to Code? Mine Isn't Code.

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3 min read
I Keep Failing at Single-Tasking. A 20-Minute Test This Morning Showed Me Why

I Keep Failing at Single-Tasking. A 20-Minute Test This Morning Showed Me Why

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3 min read
The Spreadsheet That Tells Me If a Side Project Is Worth My Weekend

The Spreadsheet That Tells Me If a Side Project Is Worth My Weekend

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3 min read
My First Code Review Tore My PR Apart. 4 Comments I Still Think About

My First Code Review Tore My PR Apart. 4 Comments I Still Think About

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3 min read
I Rewrote the Same Function 3 Ways. The Fastest One Wasn't Worth It

I Rewrote the Same Function 3 Ways. The Fastest One Wasn't Worth It

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3 min read
My Agent Almost Ran a Fake Fix Hiding in Its Own Test Output

My Agent Almost Ran a Fake Fix Hiding in Its Own Test Output

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4 min read
I Asked AI to Build My Project. Then It Broke, and I Had No Idea Where to Even Look.

I Asked AI to Build My Project. Then It Broke, and I Had No Idea Where to Even Look.

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4 min read
We're Teaching Ourselves a Job AI Is Eating. What's Our Plan?

We're Teaching Ourselves a Job AI Is Eating. What's Our Plan?

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3 min read
Yes, [] == ![] Is True. No, JavaScript Isn't Broken (I Checked, Slowly).

Yes, [] == ![] Is True. No, JavaScript Isn't Broken (I Checked, Slowly).

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3 min read
Show Me Your First Ugly Project. I'll Go First (It's Embarrassing).

Show Me Your First Ugly Project. I'll Go First (It's Embarrassing).

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3 min read
I Watched 40 Hours of Tutorials and Still Couldn't Build Anything. Then I Closed YouTube for 7 Days.

I Watched 40 Hours of Tutorials and Still Couldn't Build Anything. Then I Closed YouTube for 7 Days.

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5 min read
I Wrote Every Commit Message Like a Changelog Entry for a Month — Code Review Got Weirdly Easier

I Wrote Every Commit Message Like a Changelog Entry for a Month — Code Review Got Weirdly Easier

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4 min read
I Priced My First Digital Product at $3.99 — What 30 Days of Sales Taught Me About Pricing

I Priced My First Digital Product at $3.99 — What 30 Days of Sales Taught Me About Pricing

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My First Tech Interview Ended in 12 Minutes — the Feedback Changed How I Prepare

My First Tech Interview Ended in 12 Minutes — the Feedback Changed How I Prepare

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3 min read
I Fed My AI Agent a Poisoned Log Line — It Tried to Hijack Itself in 4 Minutes

I Fed My AI Agent a Poisoned Log Line — It Tried to Hijack Itself in 4 Minutes

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4 min read
I Ran the Same Coding Task Through 3 Local LLMs — the Free One on My Laptop Won Twice

I Ran the Same Coding Task Through 3 Local LLMs — the Free One on My Laptop Won Twice

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4 min read
How I Plan a Whole Week in 15 Minutes (the Sunday Template That Actually Survives Monday)

How I Plan a Whole Week in 15 Minutes (the Sunday Template That Actually Survives Monday)

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4 min read
I Tried Learning in Public for 30 Days — the 3 Things That Actually Worked

I Tried Learning in Public for 30 Days — the 3 Things That Actually Worked

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4 min read
The 7 VS Code Settings I Change on Every New Machine (and Why the Defaults Slow You Down)

The 7 VS Code Settings I Change on Every New Machine (and Why the Defaults Slow You Down)

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4 min read
My First $100 From a Side Project — the Exact Breakdown, Hour by Hour

My First $100 From a Side Project — the Exact Breakdown, Hour by Hour

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4 min read
I Applied to 30 Jobs With Two Different Resumes — the Results Were Not Close

I Applied to 30 Jobs With Two Different Resumes — the Results Were Not Close

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4 min read
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