I test AI tools daily - real benchmarks, honest reviews, no fluff. Whether you're a writer, developer, or business owner, find the perfect tool for your workflow.
Spotify just started labeling and demonetizing tracks that are 100% AI-generated. That tells you everything about where AI music is in 2026: it’s good enough to flood platforms, but controversial enough to need regulation. I spent two weeks generating music across three platforms — Suno v4, Udio, and Riffusion — to figure out which one … Read more
Here’s an uncomfortable question: when you paste a client’s contract into ChatGPT for a quick summary, where does that data go? Who can see it? Could it show up in someone else’s response? I read the privacy policies and terms of service for ChatGPT, Claude, and Gemini so you don’t have to. All 47,000 words … Read more
The Verge just launched a whole series about vibe coding — AI-generated apps built by non-programmers — and the internet has opinions. Some people are shipping working SaaS products in a weekend. Others have produced unmaintainable spaghetti that collapses the moment requirements change. I’ve been vibe coding on and off since 2025. I’ve built 12 … Read more
I’ve been running local LLMs since the Llama 2 days, and I’ve watched a lot of models come and go. Most of them promised “GPT-4 level performance on consumer hardware” and delivered… disappointment. So when Qwen 3.6 27B dropped and HN went absolutely nuts (1,000+ upvotes, 650+ comments), I figured it was worth actually testing … Read more
Look, I need to be upfront: I was skeptical about “AI agents” for a long time. Every demo looked impressive, but when I actually tried to use them for real work, they’d get stuck on the first unexpected thing, burn through my API budget, and leave me with a half-finished mess. I tested maybe a … Read more
# Claude Code: Hands-On Review — Is It Better Than Cursor? The Terminal Changed Everything I walked into this review skeptical. I mean, a coding assistant that runs in the terminal? In 2026? We have beautiful IDEs with syntax highlighting, integrated terminals, and extensions for everything. Why would anyone voluntarily go back to a command-line … Read more
# Can AI Replace Junior Developers? I Tested 4 Coding Tools to Find Out The Question Nobody Wants to Answer Honestly Every week, I see some hot take on LinkedIn or Twitter (sorry, X) declaring that “AI will replace junior developers by 2027.” The comments are always a war zone. Seniors say “hell no, juniors … Read more
# Cursor vs Windsurf in 2026: The New Era of AI-Native IDEs — Which One Ships Better Code? How We Got Here Two years ago, the idea of an “AI-native IDE” sounded like startup marketing fluff. “What, you mean VSCode with a chat plugin?” we all asked, smugly sipping our pour-over coffee. Then Cursor shipped … Read more
# Best AI Coding Assistants in 2026: Cursor vs Copilot vs Claude Code — I Tested All 3 for 90 Days The Night I Realized I Was the Bottleneck I’ve been writing code since before “AI coding assistant” was a thing. Back in the before-times, I’d spend hours debugging a single CSS flexbox issue, my … Read more
Day 1: I Wrote a Short Story in 45 Minutes. Day 30: I Have Opinions. Let me set the scene. It’s a Tuesday night. I’m staring at a blank screen. I have a novel idea I’ve been “developing” for six months — which is writer-speak for “I’ve thought about it while showering but haven’t typed … Read more
# AI Tool Pricing in 2026: The Real Cost of Your AI Stack (And How to Cut It by 60%) Let me tell you about the day I had my AI subscription reckoning. It was a Tuesday. I was reviewing my credit card statement (something I don’t do often enough), and I noticed a recurring … Read more
# The 7 AI Tools Every Small Business Needs in 2026: A No-Fluff Startup Kit Every week, some SaaS company sends me an email with the subject line: “The 10 AI Tools You NEED to Run Your Business in 2026!” And every week, I roll my eyes, click unsubscribe, and add another email to my … Read more