
Knox By QORIS
Intercept AI agent actions before they execute — not after
What it does
Knox is Qoris's security and governance layer for enterprise AI. Every action intercepted before it runs. Approved → executes instantly. Flagged → human review. Blocked → stopped permanently. Full audit trail for compliance. Works with NemoClaw, LangGraph, CrewAI, AutoGen via MCP. Not monitoring after the fact — interception before consequences.
Does the same job
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- BOBeelzebub (OSS) – MCP "canary tools" for AI agentsSep 2025 · ▲8
We’re open-sourcing a simple way to add “canary tools” to AI agents via MCP honeypots. These are functions your agent should never call during normal operation. If a canary is invoked, you get a high-fidelity signal of prompt-injection, tool hijacking, or lateralization—no heuristics, no extra model calls. What it is: - Go framework exposing decoy tools over MCP that look legitimate (names/params/descriptions), return safe dummy output, and emit telemetry when invoked. - Runs alongside your real tools; ship events to stdout/webhook or your pipeline (Prometheus/Grafana,…
- Chloros — AI agent securityJul 2026 · chloros.io · ▲2
Security for your own AI agents — before they act, not after
A pre-execution guard that stops AI agents running destructive commands21d ago · github.com · ▲5A pre-execution guard that stops your coding agent running destructive commands. One shell file, no dependencies. - vandith1/agent-guard

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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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Launched alongside, March 2026
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Switch from ChatGPT to Claude with import memory feature
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