Implementing High-Quality Text-to-Image API Gates for Marketing Apps (During Incidents)

Description and use

<p>Use two lanes: generate routine education ads automatically, but hold typography-heavy or high-value posters for a stricter quality gate. <strong>The decision rule is quality first, latency second for posters; latency first within an approved template for social ads.</strong> Upscale only after an image passes inspection, because Lanczos can increase pixel dimensions but cannot repair malformed lettering, prompt drift, or a stray hand.</p> <p>TL;DR: do not page because a similarity score moved. Page only when the service can no longer produce a safe deliverable, the queue threatens a declar

Problem

<p>Use two lanes: generate routine education ads automatically, but hold typography-heavy or high-value posters for a stricter quality gate. <strong>The decision rule is quality first, latency second for posters; latency first within an approved template for social ads.</strong> Upscale only after an image passes inspection, because Lanczos can increase pixel dimensions but cannot repair malformed lettering, prompt drift, or a stray hand.</p> <p>TL;DR: do not page because a similarity score moved. Page only when the service can no longer produce a safe deliverable, the queue threatens a declar

Outcome

<p>Use two lanes: generate routine education ads automatically, but hold typography-heavy or high-value posters for a stricter quality gate. <strong>The decision rule is quality first, latency second for posters; latency first within an approved template for social ads.</strong> Upscale only after an image passes inspection, because Lanczos can increase pixel dimensions but cannot repair malformed lettering, prompt drift, or a stray hand.</p> <p>TL;DR: do not page because a similarity score moved. Page only when the service can no longer produce a safe deliverable, the queue threatens a declar

Evidence

Implementing High-Quality Text-to-Image API Gates for Marketing Apps (During Incidents)

Source