GenAI

AI didn’t just make information easier to find - agents are changing the unit of work we can delegate. That raises bigger questions about learning, team structure, shared knowledge, and how people develop judgement when more expertise is written down for machines.

Now that GenAI tools have settled into daily developer workflows, the question isn’t whether they help - it’s how. The biggest gains aren’t in typing speed but in freeing developers to focus on deeper problem-solving, cleaner design, and better collaboration. Here’s what’s actually changed, and where the next improvements will come from.

An emerging standard for AI systems integration.