Google NotebookLM grew from a quiet research experiment into a Gemini 3.5-powered study and analysis tool. We tested its source-grounded Q&A, Audio Overviews, and new agentic features against ChatGPT and Perplexity.
Perplexity Pro replaced Google for me in 2024. In 2026, with Comet browser and a flood of competitors, is it still the answer engine to beat?
Midjourney v8 launched in March 2026 with built-in video, an actual web app, and the same aesthetic that made it dominant. After 4 years and 50,000 generations, here’s the verdict.
Lovable promises a full-stack app from a sentence. I shipped three real apps with it. Here’s what works, what breaks, and whether it deserves the hype it’s earning in 2026.
Copilot was first to market, then was overtaken. In 2026 it has agent mode, model choice, and free tiers — and quietly became the most defensible default again.
Cursor invented the AI-first code editor category. In 2026 it has serious competition. Two years of daily use, and here’s the verdict that still puts it first — with caveats.
Anthropic’s terminal-native AI coding agent has quietly become the most-used tool in my dev workflow. Nine months in, here’s the honest verdict.
