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How to Optimize Python 3.12 Code with Cython 3 and Rust 1.85 Bindings for 10x Speedups

How to Optimize Python 3.12 Code with Cython 3 and Rust 1.85 Bindings for 10x Speedups

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14 min read
CopyFail (CVE-2026-31431): How a 732-Byte Python Script Gets Root on Almost Every Linux Machine

CopyFail (CVE-2026-31431): How a 732-Byte Python Script Gets Root on Almost Every Linux Machine

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5 min read
I Built an OSINT Aggregator That Queries 5 Threat Intel Sources in One Command
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I Built an OSINT Aggregator That Queries 5 Threat Intel Sources in One Command

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4 min read
Python Meets SQL: Pandas and Databases Together
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Python Meets SQL: Pandas and Databases Together

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7 min read
Your AI Agent Forgets Everything Between Sessions (Here's How to Fix It)

Your AI Agent Forgets Everything Between Sessions (Here's How to Fix It)

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3 min read
Instrumenting Python Apps with Datadog APM: A Docker Setup Guide

Instrumenting Python Apps with Datadog APM: A Docker Setup Guide

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3 min read
Split any file into a keyless block and a 128-bit key - in two bitwise operations
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Split any file into a keyless block and a 128-bit key - in two bitwise operations

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3 min read
I replaced webhooks in my agent pipeline with persistent tunnels. Here is what changed.
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I replaced webhooks in my agent pipeline with persistent tunnels. Here is what changed.

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5 min read
Forgotten Python environments: Clean Up Disk Fast
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Forgotten Python environments: Clean Up Disk Fast

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2 min read
Signal-to-Action in Under 15 Minutes: Our Real-Time Pipeline Architecture
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Signal-to-Action in Under 15 Minutes: Our Real-Time Pipeline Architecture

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6 min read
WebSocket Real-Time Notifications for Video Platforms with Python

WebSocket Real-Time Notifications for Video Platforms with Python

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3 min read
Full Sales Data Analysis: From Raw Data to Interactive Business Dashboard

Full Sales Data Analysis: From Raw Data to Interactive Business Dashboard

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6 min read
EU AI Act Goes Live in 90 Days: What Developers Building AI Agents Actually Need to Do

EU AI Act Goes Live in 90 Days: What Developers Building AI Agents Actually Need to Do

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7 min read
7 Python Mini Projects Every Student Should Build (Beginner to Intermediate)
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7 Python Mini Projects Every Student Should Build (Beginner to Intermediate)

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2 min read
I Built an AI-Powered Code Reviewer in Python (And What Broke Along the Way)
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I Built an AI-Powered Code Reviewer in Python (And What Broke Along the Way)

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4 min read
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