From Alert Storm to Shipped Fix: A Claude Code Walkthrough
A realistic walkthrough of building a Claude Code triage agent — from a noisy alert problem to an evaluated, gated, shipped production workflow.
8 min read
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Risk Management for Claude Code Threat Detection
Failure modes, blast radius, and the containment controls that keep an agentic Claude Code threat-detection platform from becoming the incident.
8 min read
Hiring for a Claude Code Threat-Detection Team in 2026
The real skills, roles, and hiring shifts your security team needs to build threat detection with Claude Code agents in 2026.
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Scaling Claude Code Across a Security Organization
Grow Claude Code from one detection engineer to many teams without chaos — shared skills, MCP connectors, conventions, and a paved-road platform layer.
7 min read
When to Use Claude Code for Threat Detection (and When Not)
An honest look at where Claude Code fits for building threat detection — and the latency-critical, judgment-heavy cases where another approach wins.
7 min read
Governance and Guardrails for Claude Code in Security
The trust, safety, and governance controls leaders need before scaling Claude Code on a threat-detection platform: access, sandboxing, review, and audit.
7 min read
Team Adoption of Claude Code in Security Engineering
How security teams build lasting habits, norms, and review rituals when adopting Claude Code for threat detection — change management that actually sticks.
7 min read
The ROI of Building Threat Detection with Claude Code
A concrete cost model for building threat detection with Claude Code: where engineering hours and tooling spend genuinely shrink, and where they don't.
7 min read
Migrating a SOC Workflow to a Claude Code Agent
A staged, reversible rollout plan for moving a threat-detection workflow onto a Claude Code agent: baseline, shadow mode, canary, and instant rollback.
7 min read
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