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Context management

Hire for people who budget the window

What goes in, what stays out, and how state is carried across turns.

3Published profiles in this specialty
100%Of those rows attach evidence
8Capabilities in the taxonomy

Why hire through this index

Context work is easy to hide under “prompting” or “agents.” This capability is the explicit skill: compaction, memory, and the harness that feeds the model.

Available context management

3 published profiles listing this capability.

Frequently asked

Is this the same as prompt engineering?

Overlapping, not identical. Prompting is the specification. Context is the packing problem: retrieval, history, tools, and the token budget.

What should I look for in evidence?

Write-ups that show what was dropped from a window and why, or harnesses that keep state without dumping the whole transcript.