MCP SSH Orchestrator

MCP SSH Orchestrator Zero-Trust SSH Orchestration for AI Assistants. Enforce declarative policy-as-code and audited access for Claude Desktop, Cursor, and any MCP-aware client. Launch in minutes with Docker + MCP tooling, deny-by-default controls, and hardened SSH key management. What Problem Does This Solve? Imagine this: Your AI assistant (Claude, ChatGPT, etc.) can access your servers, but you’re terrified of what it might do. rm -rf /? Delete your databases? Change firewall rules? ...

November 24, 2025 · 4 min · Sammy Farida ·  · 

Synthetic Data Hub

🛠️ Synthetic Data Hub What is a Synthetic data: Artificially generated data rather than produced by real-world events. Typically created using algorithms, synthetic data can be deployed to validate mathematical models and to train machine learning models. Data generated by a computer simulation can be seen as synthetic data. This encompasses most applications of physical modeling, such as music synthesizers or flight simulators. The output of such systems approximates the real thing, but is fully algorithmically generated. ...

March 14, 2025 · 3 min · Sammy Farida ·  ·