SOCIAL MEDIA

Versioned A/B Carousel Render with Asset Archive and SQL Log

Generates two carousel variants on Replicate, archives every rendered frame to R2, schedules both across platforms.

CategorySocial Media
Enginesim
Difficultyadvanced
Triggermanual
Steps7
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerManual start with chosen prompt pair
  • ActionRender variants A and B on ReplicateReplicateReplicate
  • ActionArchive every frame to R2 with versioned keyCloudflareCloudflare R2
  • ActionSchedule both variants across platformsSocial publishing
  • ActionPull engagement per variant after windowSocial publishing
  • LogicSelect winner by composite score
  • OutputLog run, assets, and winner to PostgresPostgreSQLPostgres

What it does

A production-grade A/B carousel pipeline that keeps a permanent record. Two variants are rendered on Replicate, every frame is archived to R2 with a versioned key, both variants are scheduled, and after measurement the winner is decided and the entire run is logged to Postgres for analytics.

When to use it

Use this when you need an auditable history of creative tests, durable storage of source assets, and queryable performance data. Built for teams that report on creative experiments over time and must reproduce any past render.

How it works

  1. 1A manual trigger starts a tested experiment with a chosen prompt pair.
  2. 2Replicate renders carousel variants A and B.
  3. 3Each frame is uploaded to R2 under a versioned, experiment-scoped key.
  4. 4post-to-platforms schedules both variants with tracking IDs.
  5. 5After the measurement window, engagement is pulled back per variant.
  6. 6A logic step selects the winner by composite engagement score.
  7. 7The run, asset keys, and winner are written to Postgres.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect ReplicateImage, video, and model inference.
  2. 2
    Connect Cloudflare R2Object storage, S3-compatible.
  3. 3
    Connect Social publishingCross-post to X, LinkedIn, Instagram, TikTok, and 4 more in one call.
  4. 4
    Connect PostgresAny Postgres URL — query, write, migrate.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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