Agentic AI in the SOC: Autonomy Without Abdication
Jun 30, 2026
A practical model for using agentic AI in security operations while preserving evidence, approval, and human accountability.
Tags: Agentic AI, SOC, Governance
Read PostApplied research
AI Lab Blog
Practical write-ups on AI advancements, security applications, and deployable workflows.
OpenClaw and the New Agent Control Plane
Jun 29, 2026
Why OpenClaw-style agent systems should be judged less by autonomy demos and more by permissions, audit trails, tool boundaries, and operational control.
Tags: Agentic AI, OpenClaw, Security Architecture
Read PostNemoClaw, Synthetic Drills, and the Agent Training Loop
Jun 28, 2026
How NemoClaw-style agent labs can help security teams train, evaluate, and govern AI agents before they touch production workflows.
Tags: Agentic AI, NemoClaw, Evaluation
Read PostHermes and the Message Bus Problem in Agentic AI
Jun 27, 2026
Why serious agentic AI systems need reliable message passing, provenance, policy checks, and audit trails as much as they need capable models.
Tags: Agentic AI, Hermes, Architecture
Read PostAgent Memory Is a Security Boundary
Jun 26, 2026
Why persistent AI memory should be treated like privileged infrastructure, with retention limits, provenance, access control, and reviewable deletion.
Tags: Agentic AI, Memory, Governance
Read PostThe Tool-Calling Kill Chain
Jun 25, 2026
A practical way to think about agent tool calls as observable security events, from intent and authorization to execution and post-action review.
Tags: Agentic AI, Tool Calling, Detection Engineering
Read PostBrowser Agents Will Change Phishing Defense
Jun 24, 2026
Why autonomous browser agents will reshape phishing, consent abuse, session theft, and the defensive controls around identity workflows.
Tags: Browser Agents, Phishing, Identity Security
Read PostSmall Models at the Edge of the SOC
Jun 23, 2026
Why local and smaller AI models can be useful in security operations when privacy, latency, cost, and operational control matter more than spectacle.
Tags: Local AI, SOC, AI Operations
Read PostOperational Prompt Patterns for SOC Teams
Feb 23, 2026
Reusable prompt patterns that turn LLMs into consistent SOC assistants for triage, escalation, evidence review, and handoff.
Tags: SOC, Prompt Engineering, Workflow
Read PostUsing LLMs for Incident Timeline Compression
Feb 21, 2026
A field guide for turning noisy logs into analyst-readable incident timelines while preserving sequence, evidence, and uncertainty.
Tags: Incident Response, Automation
Read PostThreat Intel Summarization with Guardrails
Feb 19, 2026
How to turn vulnerability reports, advisories, and threat research into useful summaries without losing evidence, nuance, or trust.
Tags: Guardrails, Threat Intel, Governance
Read PostAI-Assisted Playbooks Where Humans Stay in Control
Feb 17, 2026
A practical operating model for using AI in response playbooks without surrendering analyst judgment, auditability, or change control.
Tags: Human-in-the-Loop, Governance, SOC
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