AURA v0.1.0: Deterministic Trigger Extraction, Auditable Math & a Self-Healing Analytics Engine
If you follow AI safety, you know the uncomfortable truth: modern LLM guardrails are failing not because of complex zero-day exploits, but because o…
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Model Context Protocol (MCP) Internals: JSON-RPC 2.0 Transport and Tool Sandboxing
Model Context Protocol (MCP) Internals: JSON-RPC 2.0 Transport and Tool Sandboxing 1. Problem Statement & Invalidation of Traditional Approaches…
How to Build a Secure Homelab for LLM Inference
We’ve treated local AI deployments as experimental toys for too long. The moment a homelab becomes a dependency for work, the security posture must…
AppView 1.0.0 Released: Instrument and Secure Your LLM Deployments
We just released AppView 1.0.0. It is a CLI tool designed to bridge the gap between raw model weights and the operational reality of deploying them.…
Sqreen: Securing Web Apps via Model Artifact Auditing
Sqreen (YC W18): Securing Web Apps by Auditing Model Artifacts, Not Just Code Sqreen positions itself as a defense layer for modern web applications…