Ship Safe AI Agents: Scopes, Tool Sandboxes, and Audits That Hold Up
Tool‑using AI can help, but it can also delete files or leak data. Here’s a practical blueprint to scope, sandbox, and audit agents you can trust.
AI in the Terminal You Can Trust: Safer, Faster Shell Sessions With Command‑Aware Assistants
Turn your shell into a confident partner. Design command‑aware AI that explains, dry‑runs, and rolls back—without risking your laptop or prod.
Keep AI Agents on the Rails: Practical Security, Monitoring, and Control You Can Ship
Agents can click, code, and spend. Here’s how to give them guardrails—policies, audits, and human approvals—without slowing teams down.
AI Co‑Defenders for Small Teams: Practical Playbooks for Alerts, Phishing, and Ransomware
Small security teams can safely automate 40–60% of noisy tasks today. This guide shows how to deploy AI co‑defenders with guardrails and clear playbooks.