Practical guides to AI agent, NHI and MCP security. Explore real incidents, trace access to sensitive data and learn which controls reduce the risk.
Agent credentials are a standard target in supply chain malware now, not a novelty.
The sandbox escape is the headline. The escalation was ordinary machine credentials, lying where they always lie.
The credential list now includes the file your coding agent keeps its configuration in.
MFA and SSO were both in the picture. Neither of them was in the path.
No attacker and no vulnerability. 93 percent of the images sit in personal GitHub accounts.
Microsoft names no vulnerability. A group-granted role authorised every destructive call.
The agent held no account and no token. Every control it met judged one request at a time.
The patch takes a minute. Working out which client secrets left your estate takes longer.
The vault did its job. The credential still left in one HTTP POST, and it belonged to a service account.
A token with broad scopes is a finding. A token that reaches customer secrets is an attack path.
The tooling is public and the flaws are ordinary. What changed is the price of trying.
A sandbox whose own credential lives next to attacker-controlled code is not a boundary.
Only one step in that chain was a vulnerability. The other four were access questions.
Intent varied across the six incidents. What the agents could reach did not.
The exploit reached 440 print servers. The service account behind them decided who lost the domain.
Replayed session tokens open AI accounts without a password and without an MFA prompt.
One git setting, seven coding agents and the developer credentials within their reach.
Six measures for deploying AI agents in OT: ownership, access, oversight and response.
When AI agent incidents are reportable, which deadlines apply and what evidence to collect.
Twelve checks for MCP server access, tool poisoning, token handling and monitoring.
Understand non-human identities, compare security controls and build an access review plan.
Documented OT incidents, the limits of AI attribution and practical lessons for operators.
A compromised npm package, AI coding tools and the credentials within their reach.
How compromised OAuth tokens turned a SaaS integration into a path to sensitive data.
From Langflow exploitation to database extortion: the role of harvested credentials.
The API token, production access and recovery safeguards behind the PocketOS incident.
New research and product notes on AI-agent and non-human-identity security. No noise.