SOLANA VS ETHEREUM MEV TRADING: 2025 PERFORMANCE GUIDE
The MEV trading landscape has transformed quite dramatically this year, with Solana finally mounting a proper challenge to Ethereum’s long-standing dominance. If you’re running trading bots or thinking about diving into automated arbitrage, the blockchain you choose can make or break your profitability.
AI BROWSER PROMPT INJECTION: COMET RISKS & SECURITY TIPS
The promise of AI browsers is seductive: let an intelligent agent summarise, automate, and even transact on your behalf as you surf the web. But with great power comes a new class of risks. In 2025, the most pressing of these is prompt injection—a vulnerability that can turn your AI assistant into an unwitting accomplice for attackers. Here’s what you need to know to stay safe.
KUBERNETES: HETZNER VS CIVO VS DIGITALOCEAN (2025)
Running Kubernetes in the cloud can be a rather expensive pastime—especially if you’re wedded to AWS or GCP. I’ve seen teams quietly despair as their monthly bills creep ever upwards, all for the privilege of keeping a handful of clusters ticking over. Fortunately, there’s a more sensible approach.
CHATGPT-4 VS CHATGPT-5: WHY THE COMMUNITY IS SWITCHING BACK
The AI world is buzzing with a surprising twist: after months of anticipation, many developers and users are now saying ChatGPT-4 outperforms ChatGPT-5 in real-world use. What’s behind this reversal, and what does it mean for your projects?
CI/CD PLATFORM GUIDE: GITHUB ACTIONS VS GITLAB VS JENKINS
Real talk: I’ve seen teams waste months debugging CI/CD pipelines that should have taken days to set up. I’ve watched companies burn through engineering hours because they picked the wrong platform for their needs. The choice between GitHub Actions, GitLab CI, CircleCI, and Jenkins isn’t just about features—it’s about your team’s productivity, deployment speed, and ultimately, your ability to ship software that matters.
AMAZON Q SECURITY INCIDENT: AI TOOLS AS ATTACK VECTORS
The recent security incident involving Amazon Q’s VS Code extension has sent shockwaves through the developer community, highlighting a critical vulnerability in how AI-powered development tools are secured and deployed. On July 23, 2025, security researchers discovered that malicious code had been injected into Amazon Q Developer extension version 1.84.0, designed to systematically destroy local development environments and cloud infrastructure.
HOW EXPERTS SPOT AI FAKES IN DIGITAL IMAGES
If you’ve ever wondered how experts can tell what’s real and what’s fake online, this TED talk by Hany Farid is a must-watch. Farid, a mathematician and computer scientist, shares decades of experience in digital forensics, working with journalists, courts, and governments to authenticate images and videos in high-stakes cases.
BUILDING A MODERN DATA LAKEHOUSE: PATTERNS, TOOLS, AND REAL-WORLD WORKFLOWS FOR 2025
Ever wondered how the biggest crypto companies wrangle mountains of data, keep regulators happy, and still deliver lightning-fast analytics? You’re in the right place. Grab a coffee and let’s talk about the modern data lakehouse—why it’s the backbone of today’s distributed systems, and how you can build one that’s both powerful and practical.
SERVERLESS CONTAINER PLATFORMS: LEADERS & INNOVATORS
Ever felt overwhelmed by the sheer number of serverless container platforms out there? You’re not alone. In 2025, the choices are richer than ever, but picking the right one can make or break your cloud strategy. Whether you’re a DevOps lead, a cloud architect, or just curious about the future of deployment, this guide is for you.
SELF-HOSTING ADDICTION: WHEN INFRASTRUCTURE BECOMES THE PRODUCT
Plot twist alert: That massive self-hosting setup you’ve been perfecting for months? You might be using it to avoid doing actual work. 😅