Webhook Debugging: from implementation to decision
A complete webhook debugging measurement loop connects one owned workflow, a bounded event contract, a controlled fixture, and a question someone can act on.
- 1
Set the boundary
Log webhook_received, webhook_processed, webhook_failed, and webhook_retried.
- 2
Capture the outcome
Begin with webhook_received, webhook_processed, webhook_failed and document the grain of each event.
- 3
Prove the rows
Create alerts for repeated failures, retry spikes, and processing latency.
- 4
Make the decision
Which webhook event types fail most often?
Use case versus template
This page explains what to measure and why
Use the use-case guide to choose outcomes, event boundaries, and analysis questions. Open the matching template when you are ready for a shorter copy-paste implementation brief.
Agent prompt
Paste this into your coding agent
Replace YOUR_API_KEY after signup, then ask the agent to run the product flow and verify the first events.
Webhook Debugging setup prompt
Instrument webhook debugging with Telemetry.
Use /skill.md and this Telemetry API key: YOUR_API_KEY
Please log webhook_received, webhook_processed, webhook_failed, webhook_retried, and webhook_deduplicated. Include 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.Setup steps
- 1Log webhook_received, webhook_processed, webhook_failed, and webhook_retried.
- 2Capture provider, event type, status, latency, attempt, and idempotency outcome.
- 3Connect downstream jobs or billing syncs triggered by each webhook.
- 4Create alerts for repeated failures, retry spikes, and processing latency.
Events to capture
Questions unlocked
- Which webhook event types fail most often?
- Are retries fixing failures or creating duplicates?
- Which downstream systems are affected by provider delays?
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 recipeCustomer evidence
Related workflows described by customers
“Telemetry is one of the easiest ways to go from dumping in your data to actually understanding it.”
Shayan Taslim, LogSnag
Review the documented context“Telemetry is my go-to for dumping logs and tracking events. It's straightforward, the SQL workbench is fast, and I don't have to worry about the schema upfront. Running SQL over a REST API lets me fetch data and dump reports straight to Slack. It's the essentials of what Sentry did for me.”
Prem Viswanathan, SwiftCX
Review the documented contextNext step
Create the API key your agent will use
The free plan is enough to run the prompt, send test events, and review the first dashboard.
Related pages