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News
The AI Agent Revolution Is Not About Automation. It’s About Authority
17+ hour ago (1276+ words) The next generation of AI will not simply answer questions. It will make decisions, use tools,... Tagged with productivity, studytips, spacedrepetition, ai....
**Python Distributions and Their Impact on Data Science**
5+ day, 11+ hour ago (728+ words) Statistical distributions are one of the most fundamental concepts in statistics and data science. They describe how values in a dataset are arranged and how frequently they occur. From predicting customer behavior to detecting fraud, statistical distributions influence nearly every…...
[2026] Passed the AWS Certified Security Specialty (SCS-C03)
1+ week, 3+ day ago (23+ words) Result: Passed - Score: 831 A quick log of how I prepped for and passed the AWS Security... Tagged with aws, cloud, devops, security....
Part 4: Understanding Probability in Data Science
1+ week, 3+ day ago (1758+ words) Statistics for Data Science Series Part 1: Why Statistics Matters in Data Science Part 2: Descriptive Statistics: A Beginner's Guide Part 3: Understanding Distributions in Data Science Part 4: Understanding Probability in Data Science Dataset: healthaccess_data_mini.csv Part 4: Understanding Probability in Data Science In out…...
Learning Network Reconnaissance with Nmap
2+ week, 4+ day ago (583+ words) A write-up from my cybersecurity self-study — August 2026 Why I did this room As part of building on my Cyber Security degree with hands-on practice, I completed the Nmap room on TryHackMe. Nmap (Network Mapper) is one of the most widely…...
Associate Cloud Engineer Certification Path
3+ week, 8+ hour ago (27+ words) Hello World 🖖. Welcome to my first article on Dev.to, and what's a better way to start than to start... Tagged with googlecloud, cloudcomputing, infrastructure, kubernetes....
How to find a device by its MAC address
3+ week, 3+ day ago (422+ words) A MAC address is usually all your router gives you about a device: twelve hex digits like a4:cf:12:9b:00:01, maybe with a half-usable name next to it. The good news: those digits carry more information than they look like. The bad…...
AI/ML Research Digest — Jul 12, 2026
4+ week, 2+ hour ago (1126+ words) Long‑context efficiency via attention and KV‑cache tricks Redesigning attention lets models handle far longer sequences without extra FLOPs. Linear‑time recurrent attentions such as DeltaNet expand hidden capacity, while Sparse Delta Memory adds a sparse addressing layer that…...
I Quit Coding to Find Out What I Actually Wanted?
4+ week, 18+ hour ago (635+ words) I was an experienced Software Developer, but in 2025, I made a decision that many people around me considered crazy — I quit coding. Not because I couldn't do it. Not because I was bad at it. But simply because I wasn't…...