AI Agents That Don’t Leak Secrets: Safer Tool-Calling With SecretRef
SecretRef handling changes tool calling so AI agents never receive real API keys. Resolve secrets only at execution time and test prompts and traces for leaks.
SecretRef handling changes tool calling so AI agents never receive real API keys. Resolve secrets only at execution time and test prompts and traces for leaks.
A simple guide to running a self hosted AI agent using OpenCrabs. Learn setup, security, integrations, and scaling tips for private, local AI.
A practical guide to agent orchestration platforms. Learn core features, safety checks, and how to build repeatable multi agent workflows.
OpenCrabs self‑healing agent now supports video vision, auto‑JSON repair, and a new skill system. Learn how this Rust‑based AI can fix itself and run on any channel.
A clear, practical guide that explains what self hosted AI agents are, how to build them, and how to run them safely using OpenCrabs and local models.
OpenCrabs AI Agent is a self‑hosted, self‑learning, and self‑healing AI assistant that runs on your own hardware. It supports multiple profiles, automatic recovery, and integration with Neura AI’s router.
The OpenClaw agent framework is an open‑source platform that lets developers build autonomous agents for edge AI and security. It runs as a single binary, supports multi‑profile setups, and includes self‑healing and token‑lock isolation.
A hands on guide to Agent Identity Security. Learn how to give agents short lived identities, scope access, sandbox actions, and run audits.
Agentic workflows GitHub turn Markdown intent into automated actions. This guide explains how they work, real risks, and a checklist to deploy them safely.
A clear, hands on guide to secure autonomous agents. Includes checklists for vetting skills, sandboxing, monitoring, and incident response.