Slack’s Security Engineering team is responsible for protecting Slack’s core infrastructure and services. Our security event ingestion pipeline handles billions of events per day from a diverse array of data sources. Reviewing alerts produced by our security detection system is our primary responsibility during on-call shifts.
We’re going to show you how we’re using AI agents to optimize our worki...
This case study from Slack’s Security Engineering team offers a compelling glimpse into the future of AI-augmented security operations. The strongest version of this narrative highlights genuine innovation: a multi-agent system that not only automates tedious tasks but exhibits emergent behavior—like uncovering credential exposures missed by initial analysis. The structured, adversarial design (Director-Expert-Critic) addresses a critical flaw in AI systems: overconfidence in flawed reasoning. B...