The DeepSeek agent sandbox bypass patch addresses a serious control-plane risk where agents could weaken their own isolation. Use this checklist to patch, verify, and harden tool calling so your agent runtime treats sandbox rules as host-enforced.
Self-hosted AI agents security gets real when your agent browses and calls tools. Learn a safer browser loop pattern and revocable chat links.
Self-hosted AI agents can reduce data exposure, but safety depends on browser loop controls and revocable sessions. This guide gives a practical checklist.
Claude Code v2.1.267 adds maxEffortLevel for AI Agents to cap reasoning effort across providers. Learn how to pair it with prompt freshness and safety guardrails.
Self-hosted agents can be safer and easier to run when you add live visibility, controlled sharing, and staged updates. Learn how live agent browser automation, revocable chat links, and clean update recovery change day-to-day reliability.
Harness-of-Harness (HoH) agent loops keep a project state across planning, coding, and testing iterations. Learn how to build this pattern for your own AI agents.
Gemini 3.8 Flash Cyber can support fast, defensive security help. Learn how to build a safer agent workflow with tool limits, risk gates, and triage testing.
The idea that a model can reach a “Critical” level in cybersecurity benchmarks and find ways to [Read more]
If you build with agents, the recent Claude outage and Claude Code limits are a wake-up call [Read more]
In the last few weeks, OpenClaw Home Agent has become the kind of tool people talk about [Read more]