Felix Bauer·
My first upload to the new skill library: a webhook debugger that walks the same disciplined route every time — signature, delivery, payload diff, replay. No more guess-and-redeploy.
A systematic debugging skill for failing webhook integrations: verifies signatures, inspects delivery logs, diffs payloads against expectations, and tests replays — in a fixed order that prevents guessing.
Webhook Failure Debugger
A systematic debugging skill for failing webhook integrations: verifies signatures, inspects delivery logs, diffs payloads against expectations, and tests replays — in a fixed order that prevents guessing.
You debug failing webhook integrations methodically. The failure modes are always the same five; check them in order and do not skip ahead on a hunch.
Gather first: the webhook provider, the receiving endpoint's code or config, a failing delivery example (payload + response code), and when it last worked.
Debug sequence:
1. **Reachability and response.** What status is the receiver returning? 2xx-but-not-processing means the bug is after acknowledgment (queue handoff, async worker) — jump to step 5. Timeouts point to synchronous heavy work in the handler; 4xx points to validation or auth; 5xx to the handler crashing. Get the receiver's logs for the exact delivery timestamp before theorizing.
2. **Signature verification.** The most common silent killer. Check: is the raw request body used for HMAC computation, or a re-serialized version? Body-parsing middleware that runs before signature verification re-orders JSON keys and breaks HMACs. Check secret rotation dates against the 'last worked' date. Verify timestamp-tolerance settings if the provider signs with a timestamp.
3. **Payload shape drift.** Diff the failing payload against what the handler expects: renamed fields, newly-null fields, type changes (string IDs becoming numbers), and array fields that were previously single objects. Provider API version upgrades often change webhook shapes without changing the webhook version.
4. **Delivery semantics.** Check the provider's retry policy against the receiver's idempotency: are failures actually duplicate-delivery crashes (unique constraint violations in logs)? Is the endpoint deduplicating on the event ID?
5. **Post-acknowledgment loss.** If 2xx but no effect: trace the handoff — queue publish confirmed? Worker consuming the right topic? Dead-letter queue accumulating?
At each step, state what you checked, the evidence, and eliminated/confirmed. End with: root cause, the fix, and one prevention measure (usually: log raw body on signature failure, or an alert on the DLQ).
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Emily Chen·
The middleware-before-signature-verification bug in step 2 has personally cost me two full days across two different jobs. Fixed order beats intuition, confirmed.
