Design it. Implement it. Prove it. 5 problems
One problem, harder constraints at each stage. Stage 1: a simple solution. Stage 2: scaled. Stage 3: prove correctness with a conservation invariant. Stage 3 is the senior filter. Each stage unlocks after you submit the previous stage.
Low-level design interview practice, answered
Low-level design (LLD) interviews ask you to design a working class-level solution. Then the interviewer adds constraints such as concurrency, scale, and failure modes, the same way a senior loop pushes past the first working answer. Senior Loop's Build It problems use stages. You start with a correct baseline and move through harder constraints to the senior-level version. You prove correctness with a conservation invariant, not by looking at the output.
What is a low-level design interview?+−
You design classes, interfaces, and data structures for a system such as a rate limiter, a parking lot, or an in-memory cache. Then you defend and change that design as the interviewer adds constraints.
How is LLD different from system design (HLD)?+−
System design (HLD) covers services, databases, and scale at the architecture level. LLD is one level down: the classes, interfaces, and object interactions that make one component correct and extensible.
What makes Build It different from a typical LLD prompt?+−
Each problem escalates through stages instead of stopping at a first working answer. Stage 3 is the senior filter, and you prove correctness with a conservation invariant rather than eyeballing the output.
Is low-level design practice free?+−
Yes. The first Build It problem is free, and no card is required.