Webhook Debugging Template: implementation to decision
Treat the prompt as an implementation brief. The useful artifact is not copied code alone, but a reviewed event contract that produces a trustworthy answer.
- 1
Select the boundary
Instrument the point where webhook_received becomes final.
- 2
Create the contract
Start with webhook_received, webhook_processed, webhook_failed and keep every field typed, bounded, and privacy-reviewed.
- 3
Run a fixture
Exercise known success, failure, retry, and empty-result cases before relying on aggregate results.
- 4
Answer the question
Which provider events fail most often?
Template versus use case
This page is the implementation brief
Copy this template when the measurement goal is already clear. Use the matching use-case guide to review event boundaries, success definitions, and the decisions the resulting SQL should support.
Template
Paste this into your coding agent
Replace YOUR_API_KEY, run the flow locally, then verify the generated events and dashboards.
Webhook Debugging Template
Instrument webhook handling with Telemetry.
Use /skill.md and this Telemetry API key: YOUR_API_KEY
Log webhook_received, webhook_processed, webhook_failed, webhook_retried, and webhook_deduplicated with:
provider, event_type, route_template, status, status_code, latency_ms, attempt, idempotency_outcome, downstream_job_count, team_id, and error_type.
Create queries for volume by provider, failures by event_type, retry rate, duplicate rate, p95 processing time, and latest failed webhooks.
Do not log raw webhook bodies, signatures, secrets, payment details, or personal data.Events to capture
Verification checklist
What a complete instrumentation pass leaves behind
Events
Synthetic events reach the intended table with stable names and field types.
Queries
The first SQL queries return plausible rows with an explicit time window.
Views
A dashboard uses the real fields and includes enough context to explain a change.
Safety
Prompts, bodies, credentials, signatures, and private content were checked for redaction.
Event schema starting points
Event contracts for this workflow
Review the row grain, emit boundary, required types, privacy classes, example payload, and validation checklist before adapting a query or snippet to production.
Related product capability
Continue this workflow in Alerts
Promote the reviewed reliability query into an owned threshold and response workflow.
Related SQL recipes
Answer the next question with SQL
Run the query against the structured fields from this workflow, inspect the example result, and turn a useful answer into a dashboard or alert.
Measure Webhook Retry Recovery
Are webhook retries recovering failures or creating more work?
Open recipeMeasure Webhook Latency and Duplicate Rate
Which webhook sources are slow, duplicated, or unreliable?
Open recipeMeasure Webhook End-to-End Completion
Which webhook types finish their downstream work within five minutes?
Open recipeMore templates