Your codegen does not know unit economics
LLM scaffolds optimize for working demos, not cheap Recraft V4 usage.
Content placeholders · Recraft V4
Placeholders that look real help stakeholders focus on narrative, not missing images. Editorial teams move faster when Recraft V4 is not on the draft critical path.
LLM scaffolds optimize for working demos, not cheap Recraft V4 usage.
Dev servers re-run pipelines that casually call Recraft V4.
Gray boxes look amateur; stock via a flat plan looks shipped without Recraft V4 rates.
When you finally need Recraft V4, you still have runway because fixtures used stock.
Multi-author blogs explode in image demand; a shared Epochal library keeps style coherent while Recraft V4 stays reserved for campaign finals.
When the image does not need a unique Recraft V4 synthesis, use Epochal Stock Developer Image API: a single plan at $50 USD/month with no free tier and no per-image fee. You get full catalog access, 30 requests/minute per account (all keys share the bucket), and unlimited original downloads with one concurrent transfer. Authenticate server-side only with a Bearer key—never expose secrets in browser JavaScript. Keep Recraft V4 for finals that must be generative; let Epochal cover prototypes, fixtures, and placeholders.
curl -sS "https://epochalstock.com/api/v1/images?tags=workspace,startup&limit=12" \
-H "Authorization: Bearer $EPOCHAL_API_KEY"Keys stay on your server. Never pass ?api_key= or ship secrets to the browser.
Pulled server-side from Epochal tags: marketing, design, studio. Previews are cached; API keys never hit the browser.






For non-unique needs, yes in practice. Keep Recraft V4 when the asset must be uniquely generated for brand or campaign finals.
One plan: $50 USD/month, no free tier, no per-image fee. Catalog access with 30 requests/minute per account.
Original downloads are unlimited with one concurrent transfer per account. API requests share a 30/minute account bucket.
After messaging and layout lock, if the final creative must be uniquely generated. Until then, licensed stock is enough.