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Agentic Frameworks Summary

ID: 03ccdedf-6683-556e-a5f7-f55da8fa92f5

STIX ID: report--03ccdedf-6683-556e-a5f7-f55da8fa92f5

Feed Name: Elastic Security Labs

Date Published: 2025-08-12

Date Updated: 2026-08-27

Author: Mika Ayenson

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This whitepaper-style document examines agentic AI frameworks for security operations, explaining how AI agents can automate alert triage, enrich telemetry with threat intelligence, optimize detection rules, and collaborate with human analysts; it also details engineering challenges (agent design, structured I/O, tool integration), QA/guardrails to prevent hallucinations and prompt injection, and cost/performance trade-offs.

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