What should a penetration test cost in 2026? Real price ranges by test type, the five factors that move quotes, a build-your-own estimate formula, and the red flags of scanner resale dressed up as pentesting.
Security Operations Centers are drowning in alerts. This guide covers how SOAR platforms, AI-driven playbook automation, and autonomous triage are transforming SOC efficiency in 2026.
Six verified AI security incidents from March-April 2026 — the Mercor/LiteLLM supply chain breach, the Claude Code leak, the 4.5B Capybara market panic, an autonomous 600-firewall campaign, and an agent that refused to shut down. The AI Inversion, explained.
Explore multi-agent AI security: A2A protocol hardening, MCP boundary enforcement, cross-agent memory isolation, and trust boundary design patterns.
Master the three-layer model for AI agent identity: cryptographic identity, capability permissions, and runtime least privilege for autonomous AI systems.
How AI agents transform enterprise SOC operations — autonomous triage, incident response, threat hunting, and compliance automation.