PracticeDepth @PracticeDepth
Ace your next technical interview (tool to upgrade your skills as software engineer and get your dream job). #BuildInPublic practicedepth.com New York, USA Joined August 2026-
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@alvliia Too many people building stuffs nowadays
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@Himanshi1286 The graph is glowing….. never give up
@annasoreskin Depth beats presence
@RecruiterBestie Awesome. Let’s connect
@Tech_p001 Biotechnology is the next frontier
The common pattern is a hybrid approach where you always keep your system prompt pinned at the top and keep the most recent few turns completely intact so the model follows the immediate conversation. For the older messages in between, you either compress them into a short running summary using a secondary model call, or you just evict the oldest messages entirely using a simple sliding window.
AI engineering interview: If you're building a chat application and a user's conversation gets long enough that it's going to overflow the context window, what strategy would you use to decide what gets kept, summarized, or thrown away? Check comment
@jobescape_ai Already using Claude daily
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