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Developers building agentic coding pipelines should note that GPT-Image-2's strong UI mockup and diagram generation makes it a practical front-end for code agents like Codex — generate a visual spec, then let an agent implement it.
Developers evaluating image generation APIs should note that `gpt-image-2`'s quality gains are most apparent at maximum resolution settings, but those settings carry meaningful per-image costs that need to be factored into production budgets.
Developers building agentic coding pipelines should evaluate GPT-Image-2 as a front-end for visual spec generation — producing UI mockups or diagrams that downstream agents like Codex can implement directly.