DEVOPS
Replicate Cold-Start Spike Auto-Remediate via Webhook
Receives a cold-start spike webhook from your app, fires warm-up predictions to recover the endpoint.
How it runs
The automated pipeline, trigger to output.
- TriggerApp webhook: cold-start spike detectedHTTP webhook
- ActionFire warm-up predictions to recover endpointReplicate
- ActionMeasure post-warm recovery latencyReplicate
- LogicLatency back under threshold?
- OutputOpen GitHub incident issue if still degradedGitHub
What it does
This workflow is the auto-remediation path for a live cold-start spike. Your application emits a webhook the moment users hit slow first responses; the flow immediately warms the Replicate endpoint, then verifies recovery. If warming fixes it, you never hear about it. If latency stays bad, it files a GitHub incident with everything an engineer needs.
When to use it
Use it when your own app can detect slow Replicate responses inline and you want a closed loop: detect, self-heal, and only escalate to engineering when self-healing fails.
How it works
An HTTP webhook trigger fires from your app carrying the model version and observed latency. An action submits warm-up predictions to Replicate to boot fresh workers. An action reads the post-warm prediction timings to measure recovery. A logic step checks whether latency dropped back under threshold. If it recovered, the flow ends silently. If not, an output step opens a GitHub issue labeled `incident` with the model version, before/after latency, and warm-up attempt details.
Set it up
What you configure once, before turning it on.
- 1Connect HTTP webhookTrigger any URL on agent actions.
- 2Connect ReplicateImage, video, and model inference.
- 3Connect GitHubRepos, issues, pull requests, actions.
- 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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This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.
Run this workflow in your colony.
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