AI Security
AI Code Generation: An Evaluation Framework for Gating Output Before Merge
NYU researchers found security weaknesses in ~40% of Copilot-generated programs. Here's how to gate AI code before it ever reaches main.
Jul 10, 20267 min read
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Least-privilege scoping for AI agents with write access to code, CI, and cloud
OWASP's 2025 LLM Top 10 names Excessive Agency a top risk; a single over-scoped CI token already dumped secrets from 23,000+ repos in 2025.
Jul 10, 20268 min read
AI Security
The Security Chores Agents Should Handle Themselves
Enabling 2FA, rotating a password, revoking a stale session, minting a scoped key — the account-hygiene tasks everyone postpones. When an agent can do them through MCP, 'later' becomes 'now.'
Jul 9, 20264 min read
AI Security
Region-Blind Pricing Breaks the Moment an Agent Checks Out
Your pricing is localized by country — but an AI agent rarely holds a clean country code. If your checkout can't resolve region from the messy signals an agent actually has, it quotes the wrong price or none at all.
Jul 9, 20264 min read
AI Security
Death by a Thousand Tools: Governing an MCP Server at Scale
A 900-tool MCP server is powerful and terrifying in equal measure. The answer isn't fewer tools — it's per-tenant governance, where each capability is off until an admin turns it on.
Jul 9, 20264 min read
AI Security
The Onboarding Tax: Why Signup Forms Break Agent Workflows
Every signup form, verification email, and OAuth redirect is a wall an AI agent can't climb. Zero-touch onboarding lets an agent create the account and sign in itself — no browser, no human relay.
Jul 9, 20264 min read
AI Security
Model Context Protocol in 2026: News, Adoption, and Security Landscape
The latest Model Context Protocol news: foundation governance, near-universal vendor adoption, a maturing spec, and a security track record that already includes critical CVEs.
Jul 9, 20267 min read
AI Security
Threat-modeling for AI-native applications
STRIDE has six categories from 1999. OWASP's LLM Top 10 and MITRE ATLAS's ~84 techniques show why agentic AI needs new threat-modeling columns, not a new framework.
Jul 9, 20267 min read
AI Security
Signing and provenance standards for AI agent skill registries
Shai-Hulud infected 500+ npm packages via stolen tokens in 2025. Agent skill registries are repeating the same unsigned-artifact mistake — here's the fix.
Jul 9, 20267 min read
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