Build a versioned key-value store: put/get, plus get(key, timestamp) for historical reads
A multi-part favorite at OpenAI-style screens: simple store, then time travel, then deletes that don't actually delete. The append-only insight plus one bisect call solves the whole thing, if you set up the invariant correctly.
Updated Aug 2026 · Grounded in real Forward Deployed Engineer interview loops and written to a senior-engineer editorial bar.
A multi-part favorite at OpenAI-style screens: simple store, then time travel, then deletes that don't actually delete. The append-only insight plus one bisect call solves the whole thing, if you set up the invariant correctly.
Lead with where the obvious approach breaks, because that is the judgment they are screening for — most candidates jump straight to the happy path and lose the room.
Then walk the failure back through the pipeline in order, naming the one metric the customer's exec sponsor actually cares about before you propose the fix.