CONTENT CREATION
Publish enhanced photos to the CDN and notify the channel
When a raw image lands in an R2 staging bucket, it upscales and removes the background through Replicate, publishes the finished asset to a public R2 path.
How it runs
The automated pipeline, trigger to output.
- TriggerNew object lands in R2 staging prefixCloudflare R2
- ActionUpscale image to delivery resolution with ReplicateReplicate
- ActionRemove background with ReplicateReplicate
- LogicVerify output is valid before publishing
- ActionPublish asset to public R2 CDN prefixCloudflare R2
- OutputPost live CDN link to DiscordDiscord
What it does
Closes the loop from raw upload to public CDN asset. A photo dropped into a staging bucket is automatically enhanced, moved to the public delivery path, and announced with its live link so downstream teams know it is ready to embed.
When to use it
Use it when your storefront or app serves product images straight from an R2 CDN and you want new photos to go from raw to publish-ready without a manual upload or hand-off step.
How it works
- 1A new object in the R2 `staging/` prefix triggers the run.
- 2The image is upscaled to delivery resolution with Replicate.
- 3A Replicate background-removal call produces the clean transparent asset.
- 4A logic step verifies the output is valid and non-empty before publishing.
- 5The finished asset is written to the public `cdn/` prefix in R2 with cache-friendly metadata.
- 6The live CDN URL is posted to a Discord channel for the storefront team.
Set it up
What you configure once, before turning it on.
- 1Connect Cloudflare R2Object storage, S3-compatible.
- 2Connect ReplicateImage, video, and model inference.
- 3Connect DiscordCommunity channels + voice + bots.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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