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Engineering Enablement by DX

Engineering Enablement by DX

The CAFE(S) framework: Improving AI agent effectiveness

· 39 min

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As AI agents become more capable, context quality is increasingly the limiting factor in their performance. In this episode of Engineering Enablement, DX researcher Brian Houck by his CAFE(S) is joined by co-authors Max Kanat-Alexander (Capital One), Eirini Kalliamvakou (DX), and Margaret-Anne Storey (University of Victoria) to discuss CAFE(S), a new framework for improving context quality.
The panelists introduce the five dimensions of CAFE(S): Clarity, Actionability, Fidelity, Efficiency, and Security. They walk through common context failures, how poor context accrues technical and…

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