Developers are no longer just asking AI for snippets.

They’re handing over bugs, tests, refactors, and entire codebase tasks.

Claude Code’s creator reportedly runs thousands of AI sub-agents overnight for deeper autonomous work, which shows how fast the developer workflow is changing.

That sounds powerful.

Also slightly terrifying.

Because the next dev advantage may not be writing every line yourself.

It may be knowing:

• what to delegate

• what to review

• what to reject

• what not to trust

Teams building serious AI workflows should think product-first, not prompt-first: Start Here!

Question: Are AI coding agents making developers stronger, or just harder to evaluate?