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Showing posts from March 8, 2026

πŸ’€ JAILBREAKING THE PARROT: HARDENING ENTERPRISE LLMs

The suits are rushing to integrate "AI" into every internal workflow, and they’re doing it with the grace of a bull in a china shop. If you aren't hardening your Large Language Model (LLM) implementation, you aren't just deploying a tool; you're deploying a remote code execution (RCE) vector with a personality. Here is the hardcore reality of securing LLMs in a corporate environment. 1. The "Shadow AI" Black Hole Your devs are already pasting proprietary code into unsanctioned models. It’s the new "Shadow IT." The Fix: Implement a Corporate LLM Gateway . Block direct access to openai.com or anthropic.com at the firewall. The Tech: Force all traffic through a local proxy (like LiteLLM or a custom Nginx wrapper) that logs every prompt, redacts PII/Secrets using Presidio , and enforces API key rotation. 2. Indirect Prompt Injection (The Silent Killer) This is where the real fun begins. If your LLM has access to the web or internal docs (RAG...

πŸ›‘️ Claude Safety Guide for Developers

Claude Safety Guide for Developers (2026) — Securing AI-Powered Development Application Security Guide — March 2026 πŸ›‘️ Claude Safety Guide for Developers Securing Claude Code, Claude API & MCP Integrations in Your SDLC πŸ“‘ Contents Why This Guide Exists The AI Developer Threat Landscape in 2026 Real-World CVEs: Claude Code Vulnerabilities Understanding Claude Code's Permission Model Prompt Injection: Attack Vectors & Defences MCP (Model Context Protocol) Security AI Supply Chain Risks Claude API Safety Best Practices Claude Code Hardening Checklist Integrating Claude Security into CI/CD Compliance Considerations (SOC 2, GDPR, AI Act) Resources & References 1. Why This Guide Exists AI-powered development tools have moved from novelty to necessity. Anthropic's Claude ecosystem — spanning Claude Code (terminal-based agentic coding), Claude API (programmatic integration), and the broader Model Context Protocol (MCP) integrati...