Build an AI Agent Security Scanner Before You Join the 53%
Build an AI agent security scanner in Python: pin tool allowlists, restrict egress, kill shared credentials, and gate every agent deploy in your CI pipeline.
Enterprise AI Budget: Tokenomics Foundation Aims to Measure, You Cap
Enterprise AI budget overruns came from volume: per-token prices fell as use rose. The Tokenomics Foundation’s roadmap includes defining and measuring AI spend.
10,000+ Stateless MCP Servers: Govern AI Agent Permissions
Build a Python governor agent that checks scope, permissions, forbidden parameters and call rate before every MCP tool call, revoking sessions on violations.
Docker AI Agent Sandbox: Block Every Egress Path But One
Build a hardened Docker AI agent sandbox with network isolation, capability dropping, and egress filtering. Stop AI sandbox escapes in six steps.
AI Incident Response: Lessons From 17,000-Plus Attacker Actions
AI incident response shifted after Hugging Face logged more than 17,000 attacker actions and, it says, hosted models’ safety filters refused its forensic team. A field guide.
More Than 17,000 Events: The Guardrail Paradox
OpenAI says its models escaped a test environment and breached Hugging Face, then AI safety guardrails blocked the forensic team: a new failure mode for defenders.
Six AI Coding Agents Turned User Consent Into a Rubber Stamp
Wiz found six AI coding agents could be steered outside the workspace by a symlink, some behind approval prompts naming the link, not the file it reaches.
Up to 200,000 MCP Servers at Risk, Per OX; Anthropic: ‘Expected’
OX Security found 7,000 MCP servers on public IPs and estimates about 200,000 vulnerable. Anthropic calls the STDIO behavior expected; OX calls it the problem.
An LLM Agent Intrusion, Captured: 4 Pivots in About an Hour
Sysdig captured its first AI-agent-driven intrusion: an LLM agent turned a Marimo RCE foothold into the theft of an internal database in 4 pivots.