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Insights on webhooks, debugging, integration patterns, and best practices.

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28 posts found

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Best Practices

When the Sender Gives Up on Your Webhook Endpoint

A four-second outage on your side can end with the sender switching your webhook endpoint off entirely. Then nothing arrives, nothing alerts, and you find out from a customer. Here is how endpoint disabling works, why it compounds, and how to survive it.

13 min read
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Best Practices

The Webhook You Never Got Is Sitting in an API You Forgot to Call

When a webhook evaporates between the sender and you, nothing notices until a customer complains. But the event was never lost. It is still in the provider's event log. Here is why pull-based Events APIs are becoming the backstop every serious webhook consumer needs.

10 min read
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Best Practices

Your Webhooks Arrive Out of Order, and Sending Them in Order Won't Save You

Regular webhooks are delivered on a best-effort basis, so events land out of sequence and your handlers process them that way too. Why ordering breaks, why FIFO endpoints are a real tradeoff, and how to build consumers that stop caring about order.

12 min read
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Best Practices

When Your Handler Processed It but Returned an Error: Taking Control of Webhook Retries

When your webhook handler completes but the HTTP response fails, the sender retries into a webhook you already processed. HTTP status codes are a blunt instrument for event delivery. Here is how receivers are gaining a more precise vocabulary to control what happens next.

10 min read
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Security

Rotating Webhook Secrets After a Compromise: The GitHub Leak as a Case Study

GitHub inadvertently exposed webhook secrets in HTTP headers from September 2025 to January 2026. How to check your exposure, rotate secrets without dropping deliveries, and prevent the same mistake in your own sender.

10 min read
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Security

SSRF in Webhook Senders: Protecting Your Infrastructure from User-Supplied URLs

When your platform sends webhooks to user-configured URLs, those URLs can point anywhere—including your cloud metadata service. DNS rebinding, private IP ranges, and redirect chains explained.

9 min read
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Webhooks

Webhooks Don't Keep Your State in Sync -- Here's Why and What to Do About It

Webhooks tell you when things change, but they can't bootstrap initial state, detect silent deletions, or verify no events were missed. Here is why most webhook consumers end up with a nightly reconciliation job and what the alternatives look like.

10 min read
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Security

Webhook Signatures Are Converging on Standard Webhooks, and Moving to Public Keys

OpenAI, Anthropic, and more now sign webhooks with Standard Webhooks. Here is how the shared header format works, why an empty secret silently disables it, and what asymmetric ed25519 keys change for receivers.

8 min read
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Debugging

When Webhook Failures Only Show Up at Scale

Connection pool exhaustion, load balancer timeouts, container restarts. Some webhook bugs hide until you hit production traffic. How to debug failures that vanish in staging.

12 min read
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Debugging

When Webhooks Return 200 OK But Nothing Happens

Silent webhook failures are the worst kind. Your endpoint returns success, logs look clean, but business logic never runs. Here's how to catch what your monitoring misses.

8 min read
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Best Practices

Your Webhooks Are Processing Duplicates and You Probably Don't Know It

How idempotency keys prevent duplicate webhook processing, with real implementation patterns that actually work in production systems.

7 min read
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Best Practices

Your Webhook Logs Are Useless (And How to Fix Them)

Most webhook logging captures the wrong data at the wrong level. Stop logging everything and start logging what matters for debugging production incidents.

8 min read
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Debugging

Your Webhooks Are Failing and Nobody Knows

Most webhook failures never trigger an alert. They just vanish. Here is how to catch the silent ones before your customers do.

7 min read
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Best Practices

Stop Processing Webhooks Synchronously. Your Database Will Thank You.

Why queue-based webhook processing beats synchronous handling, and the patterns that actually work at scale.

7 min read
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Security

HMAC vs API Keys for Webhook Auth: What Actually Works

A practical comparison of HMAC signatures and API key authentication for webhooks, covering real tradeoffs most teams discover too late.

7 min read
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Best Practices

Killing Old Webhook Versions Without Killing Your Integrations

Everyone talks about launching new webhook versions. Nobody talks about sunsetting old ones. Practical deprecation strategies that actually work in production.

8 min read
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Best Practices

Your Webhook Tests Pass. Your Production Still Breaks. Time to Inject Some Chaos.

Happy-path webhook tests are table stakes. Chaos testing and failure injection reveal how your system actually behaves when webhooks arrive late, malformed, or not at all.

8 min read
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Security

Webhook Replay Attacks: Why Signature Verification Alone Won't Save You

HMAC signatures stop forgery, but replay attacks bypass them entirely. Timestamp validation, nonce tracking, and idempotent handlers are what actually protect you.

6 min read
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Webhooks

Monitoring Webhook Health: Metrics, Alerts, and Dashboards That Actually Help

Generic monitoring misses webhook-specific problems. Track success rates, delivery latency, retry depth, and endpoint health scores to catch issues before your customers do.

11 min read
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Integration

Webhook Integration Patterns: From Direct Processing to Event-Driven Architecture

Most webhook handlers start as a single endpoint with inline processing. When that breaks down, you need queues, fan-out, gateways, and sagas. Patterns for scaling webhook consumers.

9 min read
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Webhooks

Webhook Delivery Guarantees: At-Least-Once, Exactly-Once, and the Outbox Pattern

Exactly-once delivery is a myth for webhooks. Understand why at-least-once with idempotent consumers is the practical choice, and how the transactional outbox pattern makes it work.

11 min read
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Best Practices

Rate Limiting Webhooks: Protecting Both Sides of the Connection

Rate limiting for webhooks works differently than for APIs. Token buckets, per-endpoint limits, backpressure, and handling 429 responses from the sender and receiver perspective.

10 min read
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Best Practices

Designing Webhook Payloads That Developers Actually Want to Consume

A well-designed webhook payload saves consumers hours of work. Event naming, envelope patterns, idempotency keys, and schema evolution rules that stand the test of time.

10 min read
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Best Practices

Testing Webhooks: From Local Development to Production Validation

Webhooks are hard to test because the sender controls the timing. Strategies for local tunneling, mock servers, integration suites, shadow mode, and production validation.

9 min read
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Best Practices

Webhook Versioning: How to Evolve Your Event API Without Breaking Consumers

Versioning webhooks is harder than versioning REST APIs because you push data to consumers. Strategies for additive changes, envelope versioning, and safe migrations.

9 min read
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Debugging

Debugging Webhook Failures: A Systematic Approach to Finding What Went Wrong

When webhooks break in production, you need a system for finding the root cause fast. A step-by-step methodology for debugging delivery, parsing, auth, and timing issues.

10 min read
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Security

Webhook Signature Verification: A Practical Guide to HMAC, Key Rotation, and Defense in Depth

Unverified webhooks are an open door. Learn HMAC-SHA256 verification for Stripe, GitHub, and Shopify, plus key rotation and timing-safe comparison.

9 min read
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Webhooks

Webhook Retry Strategies: Building Reliable Delivery Beyond Basic Exponential Backoff

Exponential backoff is just the starting point. Learn jitter, dead letter queues, retry budgets, and circuit breakers for production webhook systems.

11 min read