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AI Security Threat Detection & SOC Automation
Automated threat detection, incident response orchestration, and alert triage for SOC teams using AI agents, observability, and workflow automation at startup scale.
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SecurityAI Security Threat Detection & SOC Automation
Automated threat detection, incident response orchestration, and alert triage for SOC teams using AI agents, observability, and workflow automation at startup scale.
Core Stack ℹ︎
Complete the Stack ℹ︎
Getting started
- 1Deploy AutoGen agents with specialized roles: ThreatAnalyzer (analyzes alerts), IncidentResponder (coordinates response), EvidenceCollector (gathers context).
- 2Integrate AgentOps for real-time monitoring of agent decisions and incident response timelines.
- 3Set up Activepieces workflows to ingest alerts from SIEM, enrich with threat intelligence, and route to appropriate agents.
- 4Connect Composio to enable agents to create tickets, post to Slack, and update incident management systems.
- 5Use Claude Opus for complex threat analysis and decision-making within agent conversations.
- 6Deploy Arize Phoenix for tracing agent interactions and evaluating detection accuracy over time.
- 7Establish feedback loops to retrain agents on incident outcomes.
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