Business software often holds different parts of the same process. A website collects an inquiry, a CRM manages the relationship, an accounting system creates an invoice, a support tool tracks requests, and a dashboard reports results. APIs and webhooks are common ways these systems exchange data and events without a person copying every field.
An integration is still a business process. Before writing code or enabling a connector, define which system owns each record, what event should move it, which fields are allowed, and how the team will detect and recover from failure.
What is an API?
An application programming interface is a defined way for software to request data or ask another system to perform an action. An integration might call an API to look up a customer, create a deal, update inventory, retrieve an invoice, or add a support ticket.
The API provider defines available endpoints, authentication, request and response formats, permissions, limits, errors, and versions. Having an API does not mean every field or workflow is supported.
What is a webhook?
A webhook sends a notification to a configured endpoint when a subscribed event happens. Instead of repeatedly asking “has an order been paid?”, the payment system can notify the receiving application when a payment event occurs.
GitHub's webhook documentation describes the general model: subscribe to events, provide a URL, and receive an HTTP request with event data when the event occurs. Each provider has its own delivery, authentication, retry, and payload rules.
API vs webhook: request and notification
An API call is commonly initiated by the system that needs information or wants to take an action. A webhook is initiated by the system where an event occurred. Many reliable integrations use both: a webhook announces the change, then the receiver uses the API to retrieve the current authoritative record.
Polling an API on a schedule can be appropriate when the provider has no webhook or when a periodic snapshot is enough. Webhooks can reduce delay and repeated requests, but they require a secure reachable endpoint and careful failure handling.
Practical business examples
Website lead to CRM
A website validates an inquiry and uses the CRM API to create or update the contact. The integration records source, consent, and a unique submission ID, then alerts an owner if the CRM request fails. The CRM integration guide explains matching and data ownership.
Paid order to fulfillment
A payment or commerce platform sends a successful-payment event. The receiver verifies it, confirms the order through the provider's API if needed, and creates fulfillment work once. Duplicate delivery must not create duplicate shipments.
Appointment change to customer communication
A scheduling event updates the CRM and sends an approved reminder. Cancellation and reschedule events follow different branches. The integration records what happened so staff can answer a customer question.
Operational data to a dashboard
A scheduled process retrieves approved metrics from several APIs, transforms them to consistent definitions, and refreshes a report. The dashboard displays its last successful update and flags unavailable sources. See what a small-business dashboard should track.
Design the data contract
Write down the systems, records, fields, formats, and rules before connecting them. A useful contract includes:
- The source of truth for each record and field.
- The event or schedule that starts the transfer.
- Required and optional fields, formats, and validation.
- Identifiers used for matching and duplicate prevention.
- Consent, retention, and data-minimization rules.
- API scopes and the credential owner.
- Error responses, retry rules, and manual fallback.
- Versioning and change-notification ownership.
Secure API credentials and webhook endpoints
Use the minimum permissions required. Store secrets outside public code and documentation, encrypt traffic, rotate credentials when needed, and separate test from production. Never put a private API key in browser-delivered JavaScript unless the provider specifically defines it as public.
For webhooks, use the provider's supported verification method, such as a signed payload or shared secret, and validate the raw request as its documentation requires. Stripe's webhook guidance, for example, recommends signature verification, duplicate-event handling, selective subscriptions, secure HTTPS endpoints, and a prompt successful response before complex processing. Apply the actual provider's rules, not Stripe-specific code, to other systems.
Expect duplicates, delays, and out-of-order events
Networks fail and providers retry. A receiving system should be idempotent: processing the same event again should not create a second invoice, shipment, project, or customer. Store a provider event ID or business operation key and check it before applying the action.
Do not assume events always arrive in sequence. Retrieve current state when order matters, use timestamps carefully, and design state transitions that reject invalid moves. Queue longer work and acknowledge the webhook within the provider's required time.
Log enough to support the business
Record the event or request ID, timestamp, source, destination, result, retry count, and safe diagnostic context. Do not log access tokens, passwords, full payment data, or unnecessary personal information.
Send actionable alerts to an owner. “Integration failed” is less useful than identifying the affected system, record, step, and safe retry path. Track failure rate, processing delay, duplicate suppression, and backlog.
Test the integration before relying on it
- Use provider sandboxes or test accounts where available.
- Test valid, invalid, missing, and unexpected field values.
- Send the same event twice and confirm one business action.
- Disable a credential and verify the alert and retry path.
- Simulate timeouts and unavailable destination systems.
- Confirm permissions and data exposure for every role.
- Back up affected records and configuration before production release.
- Monitor early production traffic and reconcile with source records.
The broader workflow automation guide helps decide which handoffs are stable enough to automate.
API and webhook questions
Do webhooks replace APIs?
No. A webhook usually delivers an event notification. The receiver may still use an API to retrieve the current record or perform the next action.
Can a no-code connector handle APIs and webhooks?
Sometimes. It depends on supported authentication, fields, volume, conditions, errors, retries, security, and monitoring. Use custom code only when the workflow justifies the added ownership.
Why did an integration create duplicate records?
Common causes include missing stable identifiers, repeated webhook delivery, retries after timeouts, inconsistent matching, or two systems both creating the same record. Add idempotency and explicit source-of-truth rules.
Connect systems with a recovery path
Almond Tech Services can map integration requirements, work with APIs and webhooks, build secure endpoints and data flows, and add monitoring around business-critical handoffs. Explore app and custom development services or share the systems, event, and desired outcome.



