Daily Archives: October 31, 2026

How to Detect Financial Fraud Patterns with Knowledge Graphs: A Production Guide

Most anti-fraud architectures in enterprise payment workflows evaluate transactions in isolation. When an invoice arrives, an automated rules engine checks it against static thresholds. It checks whether the dollar amount falls within normal limits, whether the vendor is on an approved vendor list, and whether the submitting IP address looks familiar. If the individual attributes […]

Learn Real-World Penetration Testing: Hands-On Ethical Hacking Crash Course

Understanding how malicious actors infiltrate networks is the first step to building resilient infrastructure. To help developers and aspiring security analysts learn the fundamentals of offensive security legally and safely, we just released How Ethical Hackers Actually Break Into Systems on the freeCodeCamp.org YouTube channel. Taught by cybersecurity instructor Declan Middleton, this 2.5 hour crash […]

High-Speed Decision Pipelines: Jev and Prefill-Only Inference from Scratch

Autoregressive token generation is notoriously slow and memory-intensive, especially when you only need a model to make a structured classification or routing decision rather than write out paragraphs of text. To help engineers bypass autoregressive bottlenecks, freeCodeCamp just released the Jev Course: Prefill-Only Inference and Decision Models from Scratch. This in-depth PyTorch guide walks you […]

Build with Gemini 4 Argon – Fast-Track API Crash Course

Google just released Gemini 4 Argon which is its most capable model designed specifically for complex reasoning, advanced coding, math, and science. To help you get building right away, we just published the Gemini 4 Argon API Crash Course on the freeCodeCamp.org YouTube channel. In just 10 minutes, you’ll walk through writing clean JavaScript to […]