Tired of fake reviews and recycled lists? We ran real workflows through the best AI tools for writing, visuals, video, and automation. Here’s what actually delivers value — and what doesn’t.
Best AI Content Tools Compared (Real Tests, No Hype) Read More »
AI IDEs help you code faster—but they’re also reshaping how you think. This post compares Copilot vs. v0.dev on a real task and reveals the mental tradeoffs developers need to confront. A tactical look at the tools, the results, and the real cost of speed.
We’re not reviewing GPT4All. We’re building with it. This post kicks off our Engineered AI assistant project—using real tools like Ollama, LlamaIndex, and Flask to create a local, high-context SEO assistant. Built for control. Tested for output.
GPT4All Is Impressive—So We’re Building With It (But Not How You Think) Read More »
AI doesn’t understand parentheses—it mimics what it’s seen. If you’re using it for pricing, formulas, or logic-based prompts, that can lead to silent math bugs. Here’s how one meme exposed a flaw that most devs and QAs never test for.
When AI Gets Math Wrong: Why Logic Grouping Still Needs a Human Brain Read More »
Everyone’s using AI tools—but no one’s reviewing them. I debug AI like code, clean up hallucinations, and test each tool as if it’s already in production. This post breaks down the workflows behind AI reviews that actually matter.
Real-world test of Squoosh, ShortPixel, TinyPNG, and more. We benchmarked AI image compressors using a 6144×4096 Sora-generated image. Some tools delivered. Most failed. See which ones passed the QA test.
AI isn’t your SEO cheat code. Most people are using it wrong — and getting buried for it. Here’s what actually ranks: clarity, context, and guts. If you’re still generating fluff, don’t blame the algorithm.
You Don’t Need AI to Rank — You Need Clarity, Context, and Guts Read More »
You’re not lazy—just exhausted. AI fatigue is making you lower your standards, let bad content slide, and call it productivity. Here’s how to take back control.
Vibe coding got you through your first JavaScript app—but is it enough? Here’s what happens when AI shortcuts replace real dev skill, and why vibe coding should be a gateway, not your whole career.
Vibe Coding with AI: How We Went from Debugging Code to Debugging Prompts Read More »