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Cover Image for Context: Treat it with awarness
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Context: Treat it with awarness

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The context window isn't a box you fill and hope. This workshop takes it apart, how attention actually works over a sequence, why ordering matters, and why quality drops long before the token limit.

Then agents, where context becomes state: what accumulates across tool calls and turns, what to compact, discard, or move to external memory, and why long-running agents fail in predictable ways.

Hands-on. You'll inspect real context and diagnose failures instead of guessing at prompt wording.

For developers building with LLMs or agents. Bring a laptop; some Python helps.

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Conducted by: lakshman-balasubramanian-50548477

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