Retrieve-then-Plan (RtP)

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Plan or Retrieve First? A Scale Study of Tool Discovery Architectures Apple Machine Learning Research · 1 day ago · 16

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October 2026

15 Oct Plan or Retrieve First? A Scale Study of Tool Discovery Architectures

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Plan-then-Retrieve (PtR) competes with this technology · 1 source

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TLDRocket 16 October 2026

The biggest throughline today: AI is moving observability from “find problems faster” to “handle them safely,” with enterprise IT heading toward autonomous, governed workflows. LogicMonitor’s Elevate event made the case that the next step isn’t another dashboard—it’s context-rich monitoring that plugs directly into incident management and change control, so actions come with guardrails. The company leaned on integrations with OpenTelemetry and common ticketing/ops systems to stitch telemetry into the operational chain, turning raw signals into decisions.

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