Out of the Woods: The Threat Hunting Podcast

S4 Ep10: [LIVE] Know Thy Environment: Putting Your Data to Work

July 30, 2026·1h 30m
Episode Description from the Publisher

Most threat hunters have more data than they know what to do with. The problem isn't access. It's understanding: what your fields actually mean, what normal really looks like, and where your visibility quietly runs out before a hunt even gets started.This session picks up from our last conversation on environmental context and gets into the work that makes data usable. You don't need to have caught the first episode to follow along.What we'll cover: Building data dictionaries that preserve knowledge and help hunters move faster Mapping telemetry fields to the entities and behaviors that matter during a hunt Baselining normal behavior without creating blind spots Working through noisy data, inconsistent logging, and visibility gaps Communicating coverage and gaps in a way that resonates with leadership Join the Conversation on Discord: https://discord.gg/DR4mcW4zBrWatch the episode here: https://youtu.be/usn3Qt435fg

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