7 tools reviewed
Microsoft Agent Governance Toolkit (AGT) review 2026 — 4,900 GitHub stars, 2,275 commits. Tested policy enforcement, zero-trust identity, OWASP Agentic Top 10 compliance, and production agent security. The definitive governance layer for autonomous AI agents.
Hands-on comparison of AI content moderation and safety platforms — Hive AI, Azure Content Safety, Jigsaw Perspective API, and Spectrum Labs — for filtering toxic content at scale.
In-depth Frieren DAST AI review 2026 — KnowBe4's open-source AI-driven DAST tool combining HTTPS MITM proxy with multi-agent LLM scanner and real-time dashboard. Passive scanning, active probing, and Electron desktop app.
npm-scan uses AI-driven behavioral analysis to catch npm supply chain attacks that traditional tools like npm audit and Snyk miss — including eBPF rootkits, credential stealers, and GitHub spoofing. In-depth review with real-world test results.
OneCLI review 2026 — open-source credential gateway for AI agents. Tested transparent credential injection, AES-256-GCM vault, MCP integration, and multi-agent support. 2.6k GitHub stars and trending on HN.
T3MP3ST is an open-source multi-agent offensive-security framework that transforms your existing AI coding agent into an autonomous red team. Self-hosted, keyless, and reproducible — it scored 90.1% on XBOW's 104-challenge suite.
Hands-on VulnHunter review 2026 — Capital One's open-source agentic AI security scanner that applies attacker-first analysis to source code. Three-phase pipeline, falsification engine, and real-world remediation workflow.