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Productivity

Productivity includes tips on how to use tools and software, process optimization, useful references, experience, and mindstate optimization.

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How I Stopped Losing GPU Training Runs During Long Experiments

How I Stopped Losing GPU Training Runs During Long Experiments

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4 min read
Learning Lessons from Gaming

Tech trees and failure as learning data

Learning Lessons from Gaming

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3 min read
🚀 I’m Building Real AI Engineering Systems — Not Just AI Apps

🚀 I’m Building Real AI Engineering Systems — Not Just AI Apps

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2 min read
78. Word Embeddings: Words as Numbers That Actually Mean Something

78. Word Embeddings: Words as Numbers That Actually Mean Something

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7 min read
If you're a software developer just starting out and you've ever wondered how senior devs think while they build, this is for you.

If you're a software developer just starting out and you've ever wondered how senior devs think while they build, this is for you.

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4 min read
Stop Locking Your Product Tours in a Vendor Dashboard

Stop Locking Your Product Tours in a Vendor Dashboard

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3 min read
I got so tired of writing git commit -m "fixed bugs xyz" that I built an AI tool to do it for me... and programmed it to roast my code while doing it. 😭

I got so tired of writing git commit -m "fixed bugs xyz" that I built an AI tool to do it for me... and programmed it to roast my code while doing it. 😭

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1 min read
I replaced GPT-5.5 with DeepSeek V4 Flash — my API bill dropped 97%

I replaced GPT-5.5 with DeepSeek V4 Flash — my API bill dropped 97%

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5 min read
Are You a Well-Documented API?

Are You a Well-Documented API?

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3 min read
How I Automated My Entire Gumroad Business with n8n (And What I Learned)

How I Automated My Entire Gumroad Business with n8n (And What I Learned)

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5 min read
Two opposite designs for AI meeting notes: transcribe everything vs enhance what you typed

Two opposite designs for AI meeting notes: transcribe everything vs enhance what you typed

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4 min read
Karpathy's "Autoresearch" Just Went Viral — Here's How Software Engineers Can Actually Use the Pattern at Work

Karpathy's "Autoresearch" Just Went Viral — Here's How Software Engineers Can Actually Use the Pattern at Work

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8 min read
Vibe Coding vs Spec Coding: Same Refund Feature, Built Twice

Vibe Coding vs Spec Coding: Same Refund Feature, Built Twice

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4 min read
Ambastha Diagrams: A Beta Tool for Easy Diagramming in VS Code

Ambastha Diagrams: A Beta Tool for Easy Diagramming in VS Code

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2 min read
The memory layer for your agent

The memory layer for your agent

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2 min read
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