AI Security
Agent identity and short-lived credentials: a checklist
Give each AI agent its own identity, scope tokens to one resource and let them expire fast. A checklist built from SPIFFE, OAuth and MCP specs.
Oct 18, 20265 min read
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Why is your AI application exposed, and what do you fix first?
AI apps inherit normal app risks and add new ones. Walk the OWASP Top 10 for LLM applications and fix excessive permissions and output handling first.
Oct 18, 20264 min read
AI Security
Why does machine learning matter in cybersecurity, and where does it fail?
Machine learning spots activity no fixed rule describes, but it can be evaded or poisoned. Learn where it helps, where it fails and how to test it.
Oct 18, 20264 min read
AI Security
Why do AI-native apps break traditional AppSec assumptions?
AI-native apps mix instructions and data and act through tools, so classic input checks and code scans miss risks. See what changes and how to adapt.
Oct 18, 20264 min read
AI Security
Why does AI governance lag behind AI pilots?
Pilots need one sponsor and a week. Governance needs owners, inventory and decisions. Here is why the gap opens and a small set of steps to close it.
Oct 18, 20264 min read
AI Security
Why does agentic AI in your pipeline need a new security approach?
A coding agent in CI reads untrusted text and holds real credentials. Here is why old pipeline controls fall short and which limits to put in place first.
Oct 18, 20264 min read
AI Security
Which AI observability metrics matter for security?
Beyond latency and cost, security teams should track tool calls, guardrail blocks, permission denials, retrieval sources and model versions. A starter set.
Oct 18, 20264 min read
AI Security
What are the identity risks when an AI coding agent runs as you?
A coding agent that uses your login inherits every permission you have. See the risks, why logs go blind, and how to give agents their own scoped identity.
Oct 18, 20264 min read
AI Security
Is vibe-coded software safe to ship? A security checklist
People vibe code to get working software fast, but speed shifts the review burden. Here is a checklist drawn from NIST SSDF, CISA and OWASP guidance.
Oct 18, 20264 min read
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