Advanced everything in Backend Dev, page 10
E2E Testing: The Final Check, Not The Whole Strategy
E2E testing is a dress rehearsal for your app, simulating a full user journey. Use it sparingly for critical flows like checkout, as it tests all services together. The footgun is over-reliance: they are slow, brittle, and hard to debug.
Node.js Uncaught Exceptions: Clean Up, Don't Continue
An uncaught exception is a fire alarm for your Node.js app, signaling an unknown state. Use the process.on('uncaughtException') hook for last-resort synchronous cleanup before exiting, not to resume normal operation.
JWT Storage: Cookies (CSRF Risk) vs. Local Storage (XSS Risk)
Storing JWTs means choosing your risk: Cross-Site Request Forgery (CSRF) with cookies, or Cross-Site Scripting (XSS) with local storage. While local storage is simpler, HttpOnly cookies are generally safer as they can't be read by client-side scripts.
CSRF Tokens: Preventing Unwanted State Changes on Your Behalf
CSRF protection prevents a malicious site from forcing a user's browser to submit unwanted requests to your app. It adds a unique token to forms that the server validates. The footgun is failing to protect all state-changing endpoints, not just POST forms.
Passport.js: The Generic OAuth2 Strategy
Passport's generic OAuth2 strategy is a template for social logins, not a plug-and-play solution. Use it to integrate a custom OAuth2 provider. The footgun is using it when a provider-specific strategy (like passport-github2) exists, which handles quirks for…
OAuth 2.0: Delegated Authorization, Not Authentication
Think of OAuth 2.0 as a valet key for your data. It lets a third-party app access specific resources on your behalf without you sharing your password. It's used for "Log in with Google" or letting an app access your photos.
Sequelize Scopes: Reusable Query Shortcuts
Sequelize scopes are named shortcuts for common query conditions, letting you define where or include clauses once and reuse them. Use them to keep code DRY, like an active scope. The footgun: a defaultScope is always on unless you call .unscoped().

Mongoose Population: Linking Documents Across Collections
Mongoose's populate() acts like a client-side JOIN, replacing document IDs with actual documents from other collections. It's ideal for linking related data, like a blog post's author.
Sequelize Transactions: All-or-Nothing Database Writes
A Sequelize transaction is a safety wrapper for database queries, ensuring they all succeed or none do. Use it for multi-step operations like creating a user and profile.
HATEOAS: Let Your API Tell You What's Next
HATEOAS makes an API self-discoverable, like a website where you click links instead of guessing URLs. The server's response includes links for the next possible actions, decoupling the client from hardcoded endpoints.
API Rate Limiting: Protecting Your Express Endpoints
Rate limiting acts as a bouncer for your API, preventing any single user from overwhelming it. It's crucial for public APIs and sensitive endpoints like password resets to block abuse. The default in-memory store won't work across multiple server instances.

Idempotency in REST APIs: Safe to Retry?
An idempotent API request means sending it once or 100 times has the same effect on the server's state. GET, PUT, and DELETE are idempotent, making them safe to retry. POST is not, so retrying can create duplicates.

Express Error Middleware: Your App's Safety Net
Express error middleware is a safety net that intercepts unhandled errors, preventing crashes. It's used to centralize logging and format consistent error responses. The biggest footgun is placement: it must be defined *after* all other routes and middleware.
Node's zlib Module: Trading CPU for Bandwidth
Node's zlib module trades CPU cycles for network bandwidth by shrinking data with algorithms like Gzip and Brotli. Use it to compress large API responses or files before sending them. The main footgun: never use synchronous ...Sync methods in a server.
Hashing Data with Node.js's `crypto` Module
Hashing creates a unique, fixed-size fingerprint of data. It's a one-way process used to verify data integrity or store passwords securely without saving the plain text. The footgun is using weak algorithms like MD5 or SHA1 for security-sensitive tasks.

Top-Level Await: `await` Without an `async` Function
Top-level await lets you use await directly in an ES module, no async function needed. Use it to initialize resources like database connections on startup. The footgun: the entire module's execution blocks until the promise resolves, delaying startup.

Promise.any(): Get the Fastest Successful Result
Promise.any() is a race where only finishers count. It returns the value of the first promise to succeed, ignoring any that fail. Use it to query redundant endpoints and take the first successful response.

Promise.allSettled(): Never Fail a Batch of Promises
Promise.allSettled() waits for every promise in a set to finish, success or fail, without short-circuiting. Use it for independent tasks, like multiple API calls, where you need the outcome of each.

Promise.race(): First Promise to Settle Wins
Promise.race() returns a promise that mirrors the outcome of the first promise in a set to finish—the winner takes all, whether it resolves or rejects. Use it to set a timeout on a network request.

NPM Scopes: Namespacing Packages to Avoid Collisions
NPM scopes act like a personal folder for your packages, using the @scope/package format to avoid name collisions. They are essential for publishing private packages for your team or grouping related public ones.
We are hiring for this. Every open role lists the topics its interview covers, so you can prepare for the real thing rather than guessing.
See open roles