Easy everything in Backend Dev, page 6
Define a FastAPI endpoint with path and query parameters
Tests if you know FastAPI infers parameter location from the route string. Good answer: route with {item_id}, signature item_id: int, q: str | None = None, noting any param not in the path becomes a query param.
How would you use a Pydantic response_model to enforce output structure?
Tests separation of internal models from API contracts. Define a Pydantic output model with only safe fields, set it as the endpoint response_model, and let FastAPI filter and validate.
How do you define a Pydantic model and use it in FastAPI?
Subclass BaseModel with name str and age int, then type-hint the parameter with the model.
What is the difference between a Pydantic default and Optional field?
Both forms are non-required; str = 'guest' rejects None, Optional[str] = None accepts it.
How does Pydantic handle extra JSON fields, and how to configure it?
This tests Pydantic's data filtering behavior and configuration. By default, Pydantic ignores extra fields silently. Set model_config = ConfigDict(extra='forbid' or 'allow') to change it. A red flag is claiming FastAPI 422s by default on unknown fields.
How do you define a Pydantic model for FastAPI request body validation?
Subclass BaseModel with id int, email str, full_name str|None; pass it as a route param so FastAPI validates JSON and returns 422s.
How do you define and access a FastAPI path parameter?
Tests FastAPI route-to-function binding. Good answer: curly-brace syntax in the decorator path, a matching typed function argument, and awareness that FastAPI auto-extracts and converts the value.
What is the purpose of @app.get("/") in FastAPI?
Tests your understanding of FastAPI routing. A strong answer explains that the decorator binds an HTTP method and path to a Python function, registers it in the app's route table, and builds OpenAPI metadata.
What is the difference between def and async def in Python and FastAPI?
Tests event-loop boundaries: async def yields control via await for non-blocking I/O, def runs in a threadpool. Use async def only with async libraries; def covers blocking calls. Red flag: claiming async is automatically faster or awaiting inside def.
Explain Python type hints and their importance in FastAPI
Python type hints describe expected data, but Python itself does not enforce them. FastAPI reads those annotations with Pydantic to parse and validate requests and generate OpenAPI documentation. A strong answer separates language syntax from framework behavior.
JWT: Signed JSON Claim Tokens
A JWT is a signed JSON envelope: it carries claim assertions in JSON, optionally encrypted, and proves who wrote it using either a private secret or a public/private key. Do not treat the payload as hidden unless encryption is actually enabled.
How does Node.js handle thousands of connections on one thread?
This tests non-blocking I/O: Node.js runs one thread for an event loop while the OS handles sockets via epoll or IOCP, resuming callbacks when data arrives. Mention the thread pool for DNS and fs work. A red flag is claiming threads spawn per request.
Node.js Built-in SQLite Driver
Node.js bundles a SQLite driver in node:sqlite. Open a file with new DatabaseSync(path), then run SQL with exec() or prepared statements. Use it for local tools and caches. DatabaseSync is synchronous, so running it on a web server main thread blocks requests.
ODM: Your Database as JavaScript Objects
ODM translates JavaScript objects to database records and back, letting you work with plain objects instead of raw queries. It removes boilerplate in Node.js apps but hides the real queries underneath.
Node.js Callbacks: Functions That Run Later
A callback is a function you pass to run later when an event fires or work finishes, keeping Node.js free to handle other work. HTTP servers use them to respond to connections without blocking.
Pass a string from Go and Rust to C safely
This tests FFI ownership and null-termination. In Go, use C.CString then C.free it. In Rust, create a std::ffi::CString, bind it to a let, then pass as_ptr while the binding lives. Red flag: claiming Rust is auto-safe without mentioning the temp-drop gotcha.
Purpose of Go import C and Rust equivalent mechanism
This tests FFI entry points: Go's import "C" activates cgo to reference C symbols directly, while Rust uses an unsafe extern "C" block to declare external functions. A red flag is calling either a normal import or omitting unsafe in Rust.
What does unsafe enable in Go and Rust? List two operations.
Go unsafe enables pointer arithmetic and type punning; Rust unsafe permits raw pointer dereferencing and FFI.
What are Rust's two macro categories and use cases?
Name macro_rules! for syntax like vec!, and procedural macros for custom derive on structs.
What is go generate and how does it differ from make?
This tests whether go generate is a pre-build code generator, not a build system. Strong answers cover //go:generate directives, no dependency analysis, and committing generated files. A red flag is calling it a make replacement or an automatic build step.
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