Developer Blog
Insights, tutorials, and tips for beginner developers. Learn from experienced developers and discover best practices for your coding journey.
Running Local Models on Modest PCs with LM Studio
A practical guide to using LM Studio to run LLMs locally on less powerful PCs, with tips for model selection, quantization, and performance tuning.
Building a Home WireGuard VPN with an AT&T Gateway and TP-Link AX5400
How I used IP Passthrough, a TP-Link Archer AX72 Pro, WireGuard, DNS, and a guest network to build a practical home VPN setup.
Agent-First Browsers: What Cloudflare Kitesurf Means for Developers
Cloudflare just launched Kitesurf, a browser built specifically for AI agents. Here is what agent-first browsing means for developers, from new API design patterns to the security questions it raises.
Claude Code Auto Mode and the Shift to Autonomous Coding Agents
Anthropic turned Claude Code's auto mode on by default, and Cognition is reportedly raising at a $40B valuation. Autonomous coding agents are no longer a novelty — here is how to use them without losing control of your codebase.
Spoofed AI Bots and the Agentic Scraping Wave: Protecting Your Site
Attackers are now mass-scanning websites while spoofing well-known AI bots like ClaudeBot, and real AI agents are hammering sites at scale. Here is how to tell legit agent traffic from hostile scrapers and defend your server.
Stress-Testing Local AI: Why DeepSeek Failed a 5-Question Logic Test
Running Large Language Models (LLMs) locally on your own hardware has never been easier. But how smart is a compressed, CPU-bound model, really?
The Art of the Prompt: How to Talk to AI
A hands-on guide to Prompt Engineering with tips and templates for getting the best responses from AI tools.
Deep Learning & Neural Networks: The Brain Behind the Magic
Learn about Artificial Neural Networks and why Deep Learning is driving the recent massive leaps in AI capabilities.
The Elephant in the Room: AI, Ethics, and Bias
Explore the responsibilities of AI, including algorithmic bias, privacy concerns, and the ethical dilemmas of generative technology.
How AI is Already in Your Pocket: Everyday Applications
From Netflix recommendations to Google Maps, discover how you are already using AI daily without even realizing it.
Will AI Take My Job? Navigating the Future of Work
A balanced perspective on how AI will impact the workplace, focusing on AI as a co-pilot and the enduring value of human skills.
Hallucinations and Hiccups: When AI Gets It Wrong
A critical look at the limitations of current AI, why it sometimes confidently makes things up, and the importance of human oversight.
The Engine of AI: How Machines Learn Without Writing Every Rule
A beginner-friendly introduction to Machine Learning and how algorithms use data to find patterns and make decisions.
Meet the Chatbots: A Guide to Generative AI and LLMs
Demystify Large Language Models (LLMs) like ChatGPT and Claude, and learn how Generative AI creates new content from scratch.
What Actually Is AI? (And What It Isn't)
Strip away the sci-fi Hollywood tropes and discover what Artificial Intelligence actually means in plain English today.
Your Next Steps: Continuing Your AI Journey
Summarize your AI learning journey and find curated resources and simple projects to continue experimenting on your own.
Understanding the Inner and Outer Loops in AI
The concepts of the 'inner loop' and 'outer loop' are foundational to AI. Discover how these terms apply to agent architecture, model training, and the AI development lifecycle.
Architecture Blueprint: Building a Hardened, Zero-Leak Tor Service
A deep dive into the operational security, privilege isolation, and network architecture required to build a fundamentally invisible hidden service on the Dark Web.
Spotting AI-Generated Images: A Guide to Digital Forensics
As AI image generators become indistinguishable from reality, how can we tell what's real? Learn how to use our new AI Image Investigation Dashboard.
The Anatomy of AI Coding: LLMs, Agents, and IDEs Explained
The landscape of software development is fundamentally changing. We use AI tools daily—whether it's an autocomplete suggestion in VS Code or an auton...
Why I Built a Custom Carbohydrate Calculator for Windows (And Why You Should Build Your Own Tools)
As a diabetic, I struggled to find a tool that let me quickly calculate meal carb intakes for insulin adjustment. So, I built my own Windows application, and you can download it for free.
How I Built a Custom AI Security Agent to Harden My VPS
Learn how to build a custom AI-powered security agent using Node.js, PM2, and OpenAI to monitor SSH logs, detect threats in real-time, and push geolocation data to a Next.js dashboard.
The Developer Guide to Driving Free Traffic with Web Tools
Building a great website is only half the battle. Learn how to drive massive organic traffic to your site by building and giving away free, single-purpose web tools.
Next.js Security: Defending Your Server Against Automated Bots
Learn how to secure your Next.js applications and VPS servers against automated scanners, brute-force attacks, and malicious bots using honeypots and custom middleware.
Web Development Trends to Watch in 2026
Stay ahead of the curve with our deep dive into the top web development trends for 2026, from AI-native IDEs to the stabilization of React Server Components and Edge computing.
Will an AI Take My Job? The New Reality of Work
The automation anxiety is real, but AI is changing jobs rather than just replacing them. Here's how to stay relevant in the AI era.
AI's Big Leap: The 2024–2025 Milestones You Might Have Missed
A look back at how AI evolved from a simple chatbot to a 'thinking' partner that can actually get things done.
The 'AI Takeover' Talk: Should We Actually Be Worried?
Is AI going to take over the world like in the movies? Let’s look at what the real risks are and what is just science fiction.
Beyond the Screen: When AI Gets a Physical Body
Humanoid robots are moving from the lab into the real world. What does it mean for us when AI moves beyond the screen?
Finding the Truth: Living in a World of AI-Generated Content
In a world of deepfakes and AI-generated text, how do we know what’s real? Here are some simple tips for navigating the AI era.