Top 10 Generative Ai tools

Most “AI tools for developers” lists in 2026 are written by people who don’t actually code daily. So I tested 10 generative AI tools in real dev workflows — writing APIs, debugging Java code, and handling repetitive tasks. Here’s what I learned: Some tools speed you up massively (like Copilot for boilerplate) Some are better for thinking, not coding (ChatGPT > debugging) And some are just hype with no real dev value The biggest mistak