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How Two 13-Year-Olds Distilled DeepSeek-V4 Reasoning into Qwen3.5-2B

How Two 13-Year-Olds Distilled DeepSeek-V4 Reasoning into Qwen3.5-2B

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2 min read
What I learned tuning a Reddit DM agent through 8 versions in 24 hours

What I learned tuning a Reddit DM agent through 8 versions in 24 hours

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15 min read
I built a tiny CI tool to keep AI agent configs from drifting in my repo

I built a tiny CI tool to keep AI agent configs from drifting in my repo

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2 min read
I Built an Open-Source AWS Resource Browser Because I Was Tired of Running CLI Commands

I Built an Open-Source AWS Resource Browser Because I Was Tired of Running CLI Commands

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5 min read
Different agent frameworks log 'input_tokens' differently. Here's the fix.

Different agent frameworks log 'input_tokens' differently. Here's the fix.

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2 min read
When web scraping breaks: using AI to extract messy data

When web scraping breaks: using AI to extract messy data

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5 min read
Inside WatchTower: 4-layer defacement detection in async Python

Inside WatchTower: 4-layer defacement detection in async Python

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8 min read
Python Sentiment Analysis: From Basics to BERT

Python Sentiment Analysis: From Basics to BERT

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12 min read
Day 10: The Full RAG Chain — From Library to Answers 🔗

Day 10: The Full RAG Chain — From Library to Answers 🔗

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2 min read
Building a Hybrid RAG in 200 Lines — SQLite + FTS5 + sqlite-vec + RRF

Building a Hybrid RAG in 200 Lines — SQLite + FTS5 + sqlite-vec + RRF

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6 min read
How I Cut LLM Memory Bug Diagnosis from 2 Hours to 5 Minutes with Playwright & Allure

How I Cut LLM Memory Bug Diagnosis from 2 Hours to 5 Minutes with Playwright & Allure

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3 min read
Generate Stylized Text Images with Python (No Photoshop, No Fuss)

Generate Stylized Text Images with Python (No Photoshop, No Fuss)

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2 min read
Introducing 4PACE: I built an open-source, YAML-driven power grid simulator in Python ⚡

Introducing 4PACE: I built an open-source, YAML-driven power grid simulator in Python ⚡

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2 min read
Inside Secure Playground — building an interactive prompt-injection simulator

Inside Secure Playground — building an interactive prompt-injection simulator

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2 min read
How to Deploy a Machine Learning Project on AWS Using ECR, ECS Fargate, and EFS.

How to Deploy a Machine Learning Project on AWS Using ECR, ECS Fargate, and EFS.

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12 min read
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