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FastMCP Is Now MCPServer on AWS: Moving a boto3 EC2 MCP Server to the MCP Python SDK 2.x
xbill
xbill
xbill
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AWS Community Builders
Sep 11
FastMCP Is Now MCPServer on AWS: Moving a boto3 EC2 MCP Server to the MCP Python SDK 2.x
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aws
#
mcp
#
python
#
ec2
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1
 comment
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
M_N_Nik | Python & Systems
M_N_Nik | Python & Systems
M_N_Nik | Python & Systems
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Sep 11
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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opensource
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programming
#
python
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1
 comment
4 min read
You Can't Protect What You Can't Find: Detecting and Classifying PII in Data Pipelines
Nariman Baubekov
Nariman Baubekov
Nariman Baubekov
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Sep 7
You Can't Protect What You Can't Find: Detecting and Classifying PII in Data Pipelines
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dataengineering
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python
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dataprivacy
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gdpr
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8 min read
I Built a Discord Client For Windows 7
AeroCord
AeroCord
AeroCord
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Sep 7
I Built a Discord Client For Windows 7
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windows
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opensource
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python
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discord
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2 min read
Bypassing Cloudflare Turnstile from Python without driving a browser
Peak Fo
Peak Fo
Peak Fo
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Sep 7
Bypassing Cloudflare Turnstile from Python without driving a browser
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python
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cloudflare
#
webscraping
#
tutorial
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4 min read
How I Shipped a Functional AI Agent MVP in 18 Hours (Focusing on UI/UX)
Jose Quevedo
Jose Quevedo
Jose Quevedo
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Sep 21
How I Shipped a Functional AI Agent MVP in 18 Hours (Focusing on UI/UX)
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webdev
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python
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devops
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opensource
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1 min read
Why your scraper gets a 403 on Cloudflare Turnstile (and the token-injection fix)
Peak Fo
Peak Fo
Peak Fo
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Sep 7
Why your scraper gets a 403 on Cloudflare Turnstile (and the token-injection fix)
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webscraping
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python
#
cloudflare
#
automation
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4 min read
What CAPTCHA solving actually costs (the line items nobody prints)
Peak Fo
Peak Fo
Peak Fo
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Sep 7
What CAPTCHA solving actually costs (the line items nobody prints)
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webscraping
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automation
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python
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devops
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3 min read
I Built an Autonomous GitHub Trending Tracker with Star Velocity & MCP Topic Radars 🚀
Aman
Aman
Aman
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Sep 8
I Built an Autonomous GitHub Trending Tracker with Star Velocity & MCP Topic Radars 🚀
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ai
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python
#
github
#
opensource
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2
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2 min read
LLM Fine-Tuning with LoRA: A Practical Guide for Developers
Ayi NEDJIMI
Ayi NEDJIMI
Ayi NEDJIMI
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Sep 7
LLM Fine-Tuning with LoRA: A Practical Guide for Developers
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python
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ai
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llm
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machinelearning
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4 min read
Windows 'file locking' apps are mostly theater. Here's how I made files actually unreadable.
Akhouri Anmol Kumar
Akhouri Anmol Kumar
Akhouri Anmol Kumar
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Sep 11
Windows 'file locking' apps are mostly theater. Here's how I made files actually unreadable.
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tutorial
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python
#
security
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programming
11
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2
 comments
3 min read
I Built a RAG Pipeline From Scratch Without Using LangChain — Here's Every Decision I Made
Patience Mpofu
Patience Mpofu
Patience Mpofu
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Sep 6
I Built a RAG Pipeline From Scratch Without Using LangChain — Here's Every Decision I Made
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ai
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security
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python
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langchain
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5 min read
Rotating Proxies with Python Requests: A Copy-Paste Starter Kit
Squid Proxies
Squid Proxies
Squid Proxies
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Sep 7
Rotating Proxies with Python Requests: A Copy-Paste Starter Kit
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python
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webscraping
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tutorial
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requests
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4 min read
Gitignore Is Not a Model Boundary
Riley Lin
Riley Lin
Riley Lin
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Sep 6
Gitignore Is Not a Model Boundary
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security
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ai
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git
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python
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6 min read
I Don't Vibe-Check New Local Models Anymore — I Run This 30-Minute Eval Instead
Sam Hartley
Sam Hartley
Sam Hartley
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Sep 11
I Don't Vibe-Check New Local Models Anymore — I Run This 30-Minute Eval Instead
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ai
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machinelearning
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ollama
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python
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2
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5 min read
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