Hot take: most developers don’t need more AI tools, they need better judgment

Every week, developers get told the same thing: Use this new AI tool. Automate this workflow. Deliver faster. Do more. But I think the real gap in 2026 is not access to tools. It’s judgment. Knowing: when AI output is good enough when it is risky when it needs human review when speed is creating future tech debt when “it works” is not the same as “it’s ready” That matters because Google’s guidance for AI search experiences says there are no extra requirements to appear in AI Overviews beyond the usual SEO basics, and it emphasizes creating helpful, reliable, people-first content. It also says AI-generated content can perform well when it is original, high-quality, and trustworthy. The same thing is true in software. AI can speed up output. But it cannot replace engineering judgment. And honestly, that might become the most valuable developer skill of all. Do you think AI is raising the value of engineering judgment or making people overconfident too early?