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How threat hunting evolves at scale

ID: 4569495d-5fae-5ca0-9f24-a43be7c0126b

STIX ID: report--4569495d-5fae-5ca0-9f24-a43be7c0126b

Feed Name: Red Canary

Date Published: 2026-06-11

Date Updated: 2026-06-11

Author: Brittany Sattler

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This blog post discusses how organizations can evolve threat hunting from informal, ad hoc investigations to a scaled, repeatable program by investing in data shaping, shared logic and workflows, accessible analytics (e.g., DuckDB/Parquet for laptop-scale analysis), and automation of detections and workflows to create a continuous feedback loop that improves detection coverage and security posture.

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