Inferensys

Glossary

Webhook

A user-defined HTTP callback triggered by a specific event in a source system, used to notify external services in real-time when content is published, updated, or deleted.
Developer building agentic RAG system, retrieval pipeline diagram on laptop, technical workspace with notes.
Event-Driven Callback

What is a Webhook?

A webhook is a user-defined HTTP callback triggered by a specific event in a source system, enabling real-time notification of external services.

A webhook is an automated, event-driven HTTP POST request sent from a source application to a destination URL when a specific trigger occurs. Unlike traditional polling, which requires a client to continuously check for updates, a webhook pushes data in real-time. In a headless CMS, a webhook fires when content is published, updated, or deleted, instantly notifying a static site generator to trigger a new build or clearing a CDN cache.

The payload delivered by a webhook typically contains a serialized data object, often in JSON format, describing the event and the affected resource. This mechanism is fundamental to decoupled architecture, allowing a content repository to communicate state changes to external services like search indexes or CI/CD pipelines without tight coupling. Security is enforced by requiring the receiver to validate a secret signature in the request header, ensuring the callback originated from the trusted source.

Event-Driven Architecture

Key Characteristics of Webhooks

Webhooks are the nervous system of the modern programmable web, enabling real-time server-to-server communication. They invert the traditional request-response model by having the server initiate an HTTP callback to a client-defined endpoint the moment a specific event occurs.

02

Asynchronous Communication Pattern

Unlike a synchronous API call that blocks the client until a response is received, a webhook is a fire-and-forget mechanism. The provider dispatches the notification and immediately resumes its work without waiting for the consumer to finish processing.

  • Decoupling: The sender does not need to know the internal logic of the receiver.
  • Non-Blocking: Prevents slow downstream consumers from degrading the performance of the source system.
  • Retry Logic: Robust providers implement exponential backoff if the receiving endpoint returns a non-2xx status code.
03

Signature Verification & Security

Because a webhook endpoint is a publicly accessible URL, it is vulnerable to malicious actors. HMAC (Hash-Based Message Authentication Code) signatures are the standard defense mechanism.

  • Signing Secret: A shared private key used to hash the payload.
  • Header Inspection: The signature is sent in a custom header (e.g., X-Webhook-Signature).
  • Replay Attack Prevention: Timestamps are often included in the signed payload to reject stale, intercepted requests.
04

Consumer Verification Handshake

To prevent abuse and verify endpoint ownership, many platforms implement a one-time verification challenge during the subscription setup.

  • Challenge Code: The provider sends a unique token to the target URL.
  • Echo Response: The consumer must respond with the exact token or a computed hash to prove control.
  • Auto-Disable: If verification fails or the endpoint remains unhealthy, the subscription is automatically paused to save resources.
05

Failure Recovery & Retry Logic

Network partitions and server errors are inevitable. A production-grade webhook system requires a sophisticated retry strategy to guarantee eventual delivery.

  • Exponential Backoff: Retries occur with increasing delays (e.g., 1s, 10s, 100s).
  • Dead Letter Queues: Events that fail after maximum retries are stored for manual inspection rather than being silently dropped.
  • Manual Replay: Administrative interfaces allow developers to resend historical events to fix downstream data corruption.
06

Payload Filtering & Throttling

To avoid overwhelming the consumer, advanced webhook gateways allow subscribers to specify exactly which events they care about and how frequently they receive them.

  • Topic Filtering: Subscribe only to order.shipped instead of all order.* events.
  • Field Selection: Request a lightweight payload containing only the resource ID, forcing the consumer to fetch full details via API if needed.
  • Rate Limiting: Cap the maximum number of deliveries per second to protect fragile legacy endpoints.
WEBHOOKS

Frequently Asked Questions

Clear, technical answers to the most common questions about webhook architecture, security, and implementation.

A webhook is a user-defined HTTP callback triggered automatically by a specific event in a source system. Instead of a client constantly polling a server to check for updates, the server pushes a real-time notification—typically a POST request with a JSON payload—to a pre-configured URL when an event occurs. The mechanism operates on a simple event-subscriber model: you register an endpoint (the webhook receiver) with a provider, specifying which events you want to monitor. When that event fires—such as a content entry being published in a headless CMS—the provider serializes the relevant data and sends it to your endpoint. Your receiver then parses the payload, verifies its authenticity, and triggers a downstream workflow like triggering a static site generation rebuild or invalidating a CDN cache.

Prasad Kumkar

About the author

Prasad Kumkar

CEO & MD, Inference Systems

Prasad Kumkar is the CEO & MD of Inference Systems and writes about AI systems architecture, LLM infrastructure, model serving, evaluation, and production deployment. Over 5+ years, he has worked across computer vision models, L5 autonomous vehicle systems, and LLM research, with a focus on taking complex AI ideas into real-world engineering systems.

His work and writing cover AI systems, large language models, AI agents, multimodal systems, autonomous systems, inference optimization, RAG, evaluation, and production AI engineering.