SELF-IMPROVING APPS
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Self-Improving Applications Are Now Cheaper Than Hiring: The Claude Code and Codex Closed LoopSelf-improving applications shift the economics of maintenance. Instead of per-token pricing, you pay per closed issue - and the closed loop (user feedback to GitHub issue to Codex scheduled task to reviewed PR) means the cost is predictable, the fixes are testable, and the human is in the merge decision, not the implementation.
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