AI agent use cases for security teams
How security teams put AI agents to work: real deployments with the results they reported, and recipes you can try. Every example links to its source.
How Eon unified multi-cloud incident tooling behind one MCP Gateway on AgentCore
Eon, a cloud data protection vendor, replaced per-tool credentials and local MCP servers with a single authenticated MCP gateway on Amazon Bedrock AgentCore. Developers and an autonomous SRE agent now investigate produc…
How Eon unified multi-cloud incident tooling behind one MCP Gateway on AgentCore
Eon, a cloud data protection vendor, replaced per-tool credentials and local MCP servers with a single authenticated MCP gateway on Amazon Bedrock AgentCore. Developers and an aut…
As reported by AWS (guest post co-written with Eon): developer onboarding dropped from 2 days to 2 minutes.
How GitHub expanded secret validity checks with Copilot coding agent
GitHub's Secret Protection team had engineers do the research, then gave Copilot coding agent the repetitive work of adding validators for more leaked-token types. Coverage grew q…
As reported by GitHub: the team went from validating '32 partner token types' to onboarding 'almost 90 new types in just a few weeks'.
How Cloudflare built a multi-agent security operations harness for Managed Defense
Cloudflare describes an internal harness for its Managed Defense analysts that gathers evidence with deterministic code, filters noisy alerts with a triage model, and runs special…
As reported by Cloudflare, the harness cuts the time analysts spend assembling and analyzing alerts, though the article gives no figures.
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Where these examples come from
Every example links to its source: a company's own engineering blog, a vendor's customer story, official documentation or a public write-up. AgentGid writes the summary; the figures under “Results” are quoted from the source as it reports them, and most customer stories are published by the vendor of the tool, so read them as the vendor's claims. Recipes follow the official docs at the time we checked them; tools change quickly, so the linked docs are the reference.
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