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Pick a framework in the explorer, then work through its challenges — the same skills real engineering teams hire for.
memory-&-context/overviewMemory & Context
Python10 challenges7 skillsupdated 8 days ago
// what we offer
Hands-on Memory & Context exercises that mirror real engineering work — from core fundamentals to the patterns interviewers actually probe. Every challenge is graded automatically and mapped to a skill below.
// what is it
A model sees only what you put in its context window, so memory is an engineering problem rather than a model feature. These challenges cover summarising long conversations, storing durable facts about a user, retrieving the right memory at the right moment, and deciding what to drop when the window fills.
// environment
// skills covered
context windowsconversation summarisationdurable user memorymemory retrievalcompactionrelevance scoringsession state
// deep-dive topics