Engineering Blog

Webhooks, reliability, and infrastructure.

Deep dives into webhook engineering, cost analysis, architectural patterns, and practical guides from the team building GetHook.

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infrastructurecost

Webhook Cost Attribution: Measuring the True Infrastructure Cost Per Event

Most teams treat webhook infrastructure as a fixed cost. It isn't. Here's how to model, attribute, and reduce the real cost per delivered event — before your bill surprises you.

Sofia Andreou9 min read
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webhooksobservability

Structured Logging for Your Webhook Delivery Pipeline

Unstructured logs are useless during a 2 AM incident. Here's how to emit actionable structured logs from every layer of your webhook pipeline — ingest, queue, delivery, and retry — so you can answer 'what happened to event X?' in under a minute.

Aleksa Vukovic9 min read
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webhooksmulti-tenancy

Multi-Tenant Webhook Ingest: One Endpoint, Many Tenants, Zero Leakage

Running a single ingest endpoint for dozens of tenants is more than a routing problem — it's a security boundary. Here's how to accept third-party webhooks at scale while keeping tenant secrets, payloads, and delivery queues completely isolated.

Dmitri Volkov11 min read
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webhooksterraform

Webhook Infrastructure as Code: Terraform Patterns for Sources, Destinations, and Routes

Webhook config managed through dashboards drifts, diverges across environments, and disappears when engineers leave. Here's how to declare sources, destinations, and routes in Terraform and promote them through environments like any other infrastructure.

Lena Hartmann10 min read
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serverlessaws-lambda

Webhook Consumers in Serverless Environments: Lambda, Cloud Run, and the Cold Start Tax

Running webhook consumers on serverless infrastructure sounds simple until your first cold start adds 2 seconds to a time-sensitive delivery. Here's how to tune Lambda and Cloud Run for reliable, low-latency webhook processing without abandoning the serverless model.

Dmitri Volkov10 min read
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webhooksincident response

Webhook Incident Runbooks: A Field Guide to Diagnosing Delivery Failures Under Pressure

When webhook delivery breaks at 2 AM, you need a decision tree, not a philosophy. Here's the structured runbook we use to triage, diagnose, and resolve webhook delivery incidents systematically.

Yuki Tanaka10 min read
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webhooksdeployment

Canary Delivery for Webhooks: Validating New Consumer Logic Against Live Traffic

Rolling out a new webhook handler without routing real traffic to it first is a gamble. Canary delivery lets you split a percentage of live events to a new consumer version, compare outcomes, and promote safely — without a maintenance window.

Dmitri Volkov10 min read
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webhooksAPI design

Webhook Header Design: The Metadata Layer That Makes Payloads Debuggable

The payload gets all the attention, but the headers are what make a webhook integration actually operable. Here's how to design a header set that enables fast debugging, reliable deduplication, and clean observability — for both inbound and outbound webhooks.

Marcus Webb9 min read
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webhooksreliability

Adaptive Webhook Timeouts: Tuning Per-Destination Policies from Historical Data

A fixed 10-second timeout for every destination is a lazy default that costs you false failures and wasted retry capacity. Here's how to build per-destination timeout policies that adapt to observed latency patterns.

Lena Hartmann9 min read
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webhooksconcurrency

Webhook Concurrency Control: Preventing Parallel Delivery to the Same Destination

Running multiple delivery workers is great for throughput — until they all hit the same fragile endpoint simultaneously. Here's how to implement per-destination concurrency limits that keep your delivery pipeline fast without overwhelming consumer services.

Camille Beaumont9 min read
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webhooksreliability

Replaying Webhooks After a Bad Deploy: Re-Processing Events Your Handler Got Wrong

You shipped a bug in your webhook handler and events were processed incorrectly for the last four hours. Here's how to replay only the affected events, in the right order, without re-triggering side effects you've already fixed.

Yuki Tanaka10 min read
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reliabilitydisaster recovery

Webhook Gateway Disaster Recovery: What to Do When Your Gateway Goes Down

Your webhook gateway is the single point of contact between upstream providers and your system. When it goes down, events stop flowing. Here's how to design for recoverability — without losing a single event.

Jordan Okafor10 min read
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