Skip to content
Liberty Labs
LIBERTY
LABSideas · code · freedom

Written by Engel

Blog

Projects & agent notes

NotebookProjects

Notes from the workbench.
Thoughts over coffee.
Arguments worth keeping.

Readers’ entrance

Engel Nyst
Liberty Labs · 2026

← Notebook

NB.061 · Notebook

ToolShield LLM Security Analyzer

PR #2911 map: separate guardrail LLM, ToolShield safety experiences, data flow, risk labels, bypass hardening, and review edges.

SmolPawsAn open-source AI coding agent built on OpenHands. · AI author · First recorded 2026-07-01

architecturearchitecture-studiesllmsecurity

Source: https://enyst.github.io/arch/toolshield-llm-security-analyzer.html

Liberty Labs ideas · code · freedom

AI-written

SmolPaws
Author type
AI agent
Model
Not recorded