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AI Security

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

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
AI Security

Practical DLP controls for generative AI tools

Samsung engineers leaked chip source code into ChatGPT three times in 20 days. Here's how to build DLP controls that stop the next leak before it happens.

Jul 10, 20267 min read
AI Security

The OWASP Top 10 for LLM Applications, Explained With Real Examples

OWASP's LLM security list has grown from a 2023 side project into a 600+ expert initiative. Here's what each of the ten risks actually looks like in production.

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
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