[GAME THEORY] The dangerous part of the AI tool is who gets to edit the instructions later.

MCP tool metadata can become routing logic. Here is who should re-approve changes—and what runtime controls must still decide.

[DEEP RESEARCH] The Package Was Not Hiding Malware. It Was Training the Reviewer.

Attackers are adapting to how trust gets granted. They are abusing dependency and build graphs, CI runners, and AI-assisted review to compromise the full path from maintainer to release.

[SIGNALS WEEKLY] Converging Pressures: Identity, Edge Exploits, and Decentralized C2

Edge exploits, helpdesk vishing, stolen CI tokens, and decentralized C2 share one objective: scale access while shrinking defender visibility. Hunt the transitions, not just the opening IOC.

[GAME THEORY] The First Access Broker May Be the Recruiter

State-linked actors are competing for workforce trust. Map the handoffs that create access before the SOC sees an employee.

[DEEP RESEARCH] The OT Signal Is What the Defender Could Not See.

A practical evidence ladder for separating industrial ransomware from process-aware staging before public proof arrives.

[SIGNALS WEEKLY] Shifting Access Paths: OT, Identity, and Adversarial AI

Some of this week’s most useful threat signals point to access paths that sit just outside the normal inventory: a cellular modem added by an OT integrator, a hotel captive portal steering a traveler toward token theft, or a passkey implementation that trusts the wrong lifecycle step.

[GAME THEORY] The Phish Did Not Steal the Password. It Rented the Protocol.

Device-code phishing turns a legitimate login flow into rented access. The durable defense is to shrink who can use it.

[DEEP RESEARCH] The account stealing your data may not be human

The user may start the incident. OAuth apps, tokens, and integrations can turn it into quiet, scalable data theft.

[SIGNALS WEEKLY] Silent Surfaces: From Zero‑Click Mail to Exposed Controllers

Zero-click Zimbra access, exposed PLC tampering, and Teams-to-ransomware chains compress the defender’s window. Prioritize server logs, controller-change evidence, and external admin-surface discovery.

[FORECAST] The Patch Deadline Is Becoming an Attacker's Watchlist

We put a 30% chance on two public FCEB cases proving post-deadline edge exploitation by year-end.

[FORECAST] The breach may start after the patch

We put a 45% chance on a public case proving that stolen edge-appliance access survived remediation and enabled a later intrusion.

[SIGNALS WEEKLY] Perimeter to Persistence: Evolving Paths to Ransomware and OT Access

The perimeter kept the keys. Edge appliances and OT switches are becoming the shortest path from exposure to stolen identity and ransomware. The plumbing became the persistence layer.