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Running Python Bot on Docker and VPS with StayPresent

Running Python Bot on Docker and VPS with StayPresent

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4 min read
Creating a Live Status Page for Your Python Bot

Creating a Live Status Page for Your Python Bot

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4 min read
Deployment of Python Bot on Koyeb and Heroku using StayPresent

Deployment of Python Bot on Koyeb and Heroku using StayPresent

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4 min read
I built a free, open-source video downloader because every "free" one is a pop-up trap

I built a free, open-source video downloader because every "free" one is a pop-up trap

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2 min read
Debugging Deployments with Gemma 2B, TPU v6e-4, MCP, and Antigravity CLI

Debugging Deployments with Gemma 2B, TPU v6e-4, MCP, and Antigravity CLI

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21 min read
Exception Handling (`else`/`finally`, `raise`, Debugging Tools) + Regular Expressions (`re` module)

Exception Handling (`else`/`finally`, `raise`, Debugging Tools) + Regular Expressions (`re` module)

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15 min read
Debugging Deployments with Gemma 4B, TPU v6e-1, MCP, and Antigravity CLI

Debugging Deployments with Gemma 4B, TPU v6e-1, MCP, and Antigravity CLI

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20 min read
IPv6 zone identifiers in URLs are a quiet parser gotcha

IPv6 zone identifiers in URLs are a quiet parser gotcha

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2 min read
LoRA: I Trained <1% of a 1.5B Model and Matched a Full Fine-Tune

LoRA: I Trained <1% of a 1.5B Model and Matched a Full Fine-Tune

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3 min read
QLoRA: Fine-Tuning a 7B Model on a 16GB GPU (It Shrank to 5.4GB in Front of Me)

QLoRA: Fine-Tuning a 7B Model on a 16GB GPU (It Shrank to 5.4GB in Front of Me)

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3 min read
I Fine-Tuned a 270M Model on My Laptop (Full Fine-Tuning, From Scratch)

I Fine-Tuned a 270M Model on My Laptop (Full Fine-Tuning, From Scratch)

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2 min read
From Apple Health Data to Clinical Storytelling: Building an AI-Powered Report with Python and Gemini

From Apple Health Data to Clinical Storytelling: Building an AI-Powered Report with Python and Gemini

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19 min read
I Built a Pure Python AI Library with Zero External Dependencies – No NumPy, No TensorFlow

I Built a Pure Python AI Library with Zero External Dependencies – No NumPy, No TensorFlow

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2 min read
Why GridSearchCV Wastes Most of Its Time — And What I Did About It

Why GridSearchCV Wastes Most of Its Time — And What I Did About It

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4 min read
How I Use AI as My "Junior Analyst" 5 Prompt Templates That Actually Work

How I Use AI as My "Junior Analyst" 5 Prompt Templates That Actually Work

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4 min read
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