Can Claude Code in a loop improve an enterprise AI agent with $10,745 of budget?

Jeremy Tian tested whether Claude Code, operating in a loop with a $10,745 budget, could iteratively improve an enterprise AI agent. The experiment demonstrated that the AI agent could autonomously refine its own codebase, leading to measurable performance gains. Tian's findings suggest that self-improving AI agents are feasible with sufficient compute and budget.

Article URL: https://jeremytian.substack.com/p/can-claude-code-in-a-loop-improve Comments URL: https://news.ycombinator.com/item?id=49261122 Points: 5 Comments: 2