Secure Your Local LLM from Invisible Prompt Injection Attacks with Shadow Proxies
Invisible prompt injection attacks can hijack local LLMs by hiding malicious instructions in seemingly normal text. A hardened shadow proxy…
Prompt Injection in Real-World RAG Systems: A Practical Threat Model and Concrete Defenses (Sanitization, Tool Gating, Provenance Scoring)
Prompt injection is one of the most practical threats to production RAG systems because attackers can hide malicious instructions in…
BMAD (Breakthrough Method for Agile AI-Driven Development): From “Vibe Coding” to Auditable, Multi‑Agent Engineering in Your IDE
BMAD (Breakthrough Method for Agile AI-Driven Development) is an open-source, multi-agent framework that replaces ad-hoc IDE prompting with structured workflows…