CI & fixtures · Recraft V3

CI fixtures without live Recraft V3 calls

Flaky golden images often trace back to non-deterministic Recraft V3 sources. Verification pipelines should not inherit creative habits from demos.

Where image API costs go off the rails

Credit anxiety kills creative flow

Watching Recraft V3 balances mid-session makes vibecoders hesitate to experiment—or worse, spam cheaper bad calls.

Preview environments are silent budget leaks

Every deploy regenerates assets through Recraft V3 because nobody cached fixtures.

Designers and agents disagree on cost

Humans would reuse a mock; agents re-prompt Recraft V3 from scratch each time.

Budget planning is guesswork

Open-ended Recraft V3 usage is hard to forecast. Flat stock is not.

Scenario: CI & fixtures with Recraft V3

Monorepos amplify the problem: one careless package script can bill Recraft V3 for the whole org. Golden files from Epochal stay the gold standard.

The fix: Epochal Stock at $50 USD/month (no per-image fee)

When the image does not need a unique Recraft V3 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 V3 for finals that must be generative; let Epochal cover prototypes, fixtures, and placeholders.

  • Price: $50 USD/month — single plan
  • Per-image billing: none
  • Rate limit: 30 requests/minute per account
  • Downloads: unlimited originals, one concurrent transfer
  • Best for: tests, prototypes, and placeholders instead of another Recraft V3 generation
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.

Get the Epochal developer API See pricing details

Stock examples for CI & fixtures

Pulled server-side from Epochal tags: server, technology, design. Previews are cached; API keys never hit the browser.

Skater Man in a Colorful Tunnel With Fog and Lights at Night — stock example for CI & fixtures for Recraft V3
Skater Man in a Colorful Tunnel With Fog and Lights at Night
Freelancer at Hot Desking Station in Cozy Cafe — stock example for CI & fixtures for Recraft V3
Freelancer at Hot Desking Station in Cozy Cafe
Sikh Consultant With Turban Working on Laptop in Modern Office — stock example for CI & fixtures for Recraft V3
Sikh Consultant With Turban Working on Laptop in Modern Office
Classic Hollywood Style Basement Theater Interior With Red Curtains — stock example for CI & fixtures for Recraft V3
Classic Hollywood Style Basement Theater Interior With Red Curtains
Model Walking in a Long Technical Coat in a Tiled Tunnel — stock example for CI & fixtures for Recraft V3
Model Walking in a Long Technical Coat in a Tiled Tunnel
Hindu Temple Surrounded by Blooming Bougainvillea in Sunset — stock example for CI & fixtures for Recraft V3
Hindu Temple Surrounded by Blooming Bougainvillea in Sunset

FAQ

Can Epochal fully replace Recraft V3 for this use case?

For non-unique needs, yes in practice. Keep Recraft V3 when the asset must be uniquely generated for brand or campaign finals.

What does Epochal cost?

One plan: $50 USD/month, no free tier, no per-image fee. Catalog access with 30 requests/minute per account.

Are downloads limited?

Original downloads are unlimited with one concurrent transfer per account. API requests share a 30/minute account bucket.

Is it OK to call Recraft V3 in a scheduled weekly job?

Only if you truly need generative regression coverage. Daily PR pipelines should use stock fixtures instead.

Prototyping CI & fixtures Content placeholders Model hub

Recraft V3 version guides

V3 V3 SVG