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FastMCP Is Now MCPServer on AWS: Moving a boto3 EC2 MCP Server to the MCP Python SDK 2.x

FastMCP Is Now MCPServer on AWS: Moving a boto3 EC2 MCP Server to the MCP Python SDK 2.x

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9 min read
I Built the SQLite of Vector Search in ~120KB of Pure C & SIMD: 3,000x Faster Cold Starts and Zero Dependencies for AI Agents

I Built the SQLite of Vector Search in ~120KB of Pure C & SIMD: 3,000x Faster Cold Starts and Zero Dependencies for AI Agents

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4 min read
You Can't Protect What You Can't Find: Detecting and Classifying PII in Data Pipelines

You Can't Protect What You Can't Find: Detecting and Classifying PII in Data Pipelines

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8 min read
I Built a Discord Client For Windows 7

I Built a Discord Client For Windows 7

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2 min read
Bypassing Cloudflare Turnstile from Python without driving a browser

Bypassing Cloudflare Turnstile from Python without driving a browser

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4 min read
How I Shipped a Functional AI Agent MVP in 18 Hours (Focusing on UI/UX)

How I Shipped a Functional AI Agent MVP in 18 Hours (Focusing on UI/UX)

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1 min read
Why your scraper gets a 403 on Cloudflare Turnstile (and the token-injection fix)

Why your scraper gets a 403 on Cloudflare Turnstile (and the token-injection fix)

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4 min read
What CAPTCHA solving actually costs (the line items nobody prints)

What CAPTCHA solving actually costs (the line items nobody prints)

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3 min read
I Built an Autonomous GitHub Trending Tracker with Star Velocity & MCP Topic Radars 🚀

I Built an Autonomous GitHub Trending Tracker with Star Velocity & MCP Topic Radars 🚀

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2 min read
LLM Fine-Tuning with LoRA: A Practical Guide for Developers

LLM Fine-Tuning with LoRA: A Practical Guide for Developers

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4 min read
Windows 'file locking' apps are mostly theater. Here's how I made files actually unreadable.

Windows 'file locking' apps are mostly theater. Here's how I made files actually unreadable.

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3 min read
I Built a RAG Pipeline From Scratch Without Using LangChain — Here's Every Decision I Made

I Built a RAG Pipeline From Scratch Without Using LangChain — Here's Every Decision I Made

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5 min read
Rotating Proxies with Python Requests: A Copy-Paste Starter Kit

Rotating Proxies with Python Requests: A Copy-Paste Starter Kit

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4 min read
Gitignore Is Not a Model Boundary

Gitignore Is Not a Model Boundary

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6 min read
I Don't Vibe-Check New Local Models Anymore — I Run This 30-Minute Eval Instead

I Don't Vibe-Check New Local Models Anymore — I Run This 30-Minute Eval Instead

Comments 2
5 min read
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