Cybersecurity

Device-Risk Invite Acceptance: Gate Account Provisioning on Identity Verification

Short answer: treat invite acceptance as recoverable state transitions: screen the device risk, send…

Shared-Data Consent in 2026: Category Grants for Collaboration Login Risk

Short answer: for a collaboration marketplace that scores login risk from device fingerprints, defin…

MCP 2026-07-28 Went Stateless: A Planted Prompt Is a Credential

Every MCP server I run starts its life the same way: an initialize handshake, an Mcp-Session-Id that…

2 CVSS 9.8 Agent Sandbox CVEs Landed the Same Day

If you pip install an AI agent sandbox and start it the way the README says, who can reach it? Two C…

The Cursor Allowlist Bypass That Starts With a File Named curl

Last week I shipped CVE-2026-22708 coverage to secops-toolkit-mcp, my toolkit of defensive SecOps he…

What Should Block an AI Agent Release?

An AI agent completes its task in staging. But can it access another customer’s records, follow inst…

Support Account Defense: Balancing JWKS Caching Against Live Session Introspection

Short answer: verify JWT signatures locally with a cached JWKS, but require live session introspecti…

Support Console Impersonation Risk Explained: 4 Controls for Safer Agent Sessions

A support console changes the authentication boundary because an agent can act on an account without…

Resource Leveling in Gantt Charts: A Step-by-Step Guide

A project schedule can look perfect on a Gantt chart and still be impossible for a team to deliver. …

Tại sao bạn nên dùng SSH key thay vì password

Nhiều developer vẫn đang dùng password để SSH vào server. Đây là lý do bạn nên chuyển sang SSH key n…

AI Coding Agents Are Installing Unknown/Untrusted Code on Corporate Networks

The provided information highlights a growing security risk involving AI coding agents that are repo…

Should I switch my career to software engineering?

I feel like I see software engineering jobs everywhere. Almost every company needs software engineer…