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What is CI/CD? How does it help us ship faster? Is it worth the hassle?

How do Visa disputes and chargeback work?

A dispute happens when a cardholder disagrees with a merchant’s charge. A chargeback is a process of reversing the charge. Sometimes, the two terms are used interchangeably.

A dispute is expensive: for every dollar in disputed transactions, an additional $1.50 is spent on fees and expenses.

Steps 1-3: The cardholder, Bob raises a dispute with the card issuer. The issuing bank reviews details. In cases of legitimate disputes, the issuing bank submits a chargeback request to the card network.
Steps 4-6: The card network sends the dispute to the acquiring bank. After reviewing the details, the acquiring bank might ask the merchant to resolve the issue.
Steps 7,8: The merchant has two options:
1. Merchants can accept chargebacks if they appear legitimate.
2. The merchant can represent to the issuer the document that supports the transaction.
Steps 9-11: The acquiring bank reviews the evidence and represents the transaction to the card network, which forwards it to the issuer.
Steps 12-14: The issuer reviews the representment. There are two options:
1. The issuer charges the transaction back to the cardholder;
2. The issuer submits the dispute to the card network for arbitration.
Step 15: The card network rules based on the evidence and assigns the final liability to either the cardholder or the merchant.

👉 Over to you: Dispute is expensive. How can we reduce it and make the process more streamlined?

What is the process for deploying changes to production?

The diagram below shows several common deployment strategies.

Big Bang Deployment
Big Bang Deployment is quite straightforward, where we just roll out a new version in one go with service downtime. Preparation is essential for this strategy. We roll back to the previous version if the deployment fails.
💡 No downtime ❌
💡 Targeted users ❌

Rolling Deployment
Rolling Deployment applies phased deployment compared with big bang deployment. The whole plant is upgraded one by one over a period of time.
💡 No downtime ✅
💡 Targeted users ❌

Blue-Green Deployment
In blue-green deployment, two environments are deployed in production simultaneously. The QA team performs various tests on the green environment. Once the green environment passes the tests, the load balancer switches users to it.
💡 No downtime ✅
💡 Targeted users ❌

Canary Deployment
With canary deployment, only a small portion of instances are upgraded with the new version, once all the tests pass, a portion of users are routed to canary instances.
💡 No downtime ✅
💡 Targeted users ❌

Feature Toggle
With feature toggle, A small portion of users with a specific flag go through the code of the new feature, while other users go through normal code. This can be used in combination of other strategies: either the new branch of code is upgraded in one go, or only a few instances are upgraded with new code.
💡 No downtime ✅
💡 Targeted users ✅

👉 Over to you: Which deployment strategies have you used?

How do we design a chat application like WhatsApp, Facebook Messenger, or Discord?

The diagram below shows a design for a simplified 1-to-1 chat application.

User Login Flow

Step 1: Alice logs in to the chat application and establishes a web socket connection with the server side.
Steps 2-4: The presence service receives Alice's notification, updates her presence, and notifies Alice's friends about her presence.

Messaging Flow

Steps 1-2: Alice sends a chat message to Bob. The chat message is routed to Chat Service A.
Steps 3-4: The chat message is sent to the sequencing service, which generates a unique ID, and is persisted in the message store.
Step 5: The chat message is sent to the message sync queue to sync to Bob’s chat service.
Step 6: Before forwarding the messaging, the message sync service checks Bob’s presence:
a) If Bob is online, the chat message is sent to chat service B.
b) If Bob is offline, the message is sent to the push server and pushed to Bob’s device.
Steps 7-8: If Bob is online, the chat message is pushed to Bob via the web socket

👉 Over to you: How to sync the chat messages among Alice’s different devices?

ByteByteGo Newsletter

EP 42: Designing a chat application