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Context Engineering

4 notes move from the word to a real choice at work — understand it first, then decide whether to use it.

READING THREADOPEN
4notes
HOW TO READStart where you are stuck, then follow the evidence and trade-offs

Each note stands alone, or becomes the next step in this thread.

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THE QUESTION THIS PAGE ANSWERS

ANSWER FIRST

What is Context Engineering, and which AI decisions does it change?

Two orthogonal paths — pressure trigger and overflow recovery — plus requiring a generation number to prove compaction actually happened before retry is allowed This page keeps the related concepts, common mistakes, and practical notes in one reading thread.

DECISION RULE

First decide whether you are blocked by a definition, a choice, or verification; then choose the closest of the 4 notes below.

TRY NEXT

Start with “Compaction Dual Paths & replaceGeneration,” then restate the conclusion using your own task.

WATCH FOR

Do not treat every method in a topic as interchangeable. The answer changes with the input, risk, and acceptance bar.

THIS QUESTION THREAD

Put the word back inside the choice it changes.

4 notes
Deep Dive

Compaction Dual Paths & replaceGeneration

Two orthogonal paths — pressure trigger and overflow recovery — plus requiring a generation number to prove compaction actually happened before retry is allowed

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Concept

Token Accounting: Replay for Decisions, Projection for Display

Two meters, each its own job—compaction decisions never trust the UI number

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Hands-on

Spill: When Tool Output Is Too Large

Over-limit output is archived to disk; the model keeps a retrieval credential

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Deep Dive

Session Search & Cross-Session Citations

Old sessions are a searchable corpus; citations can carry provenance

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