Opssquad AI

Go, TypeScript, PostgreSQL, Kubernetes, Docker, Linux, Terraform, Next.js, Node.js. Deep in TCP networking, MCP protocol, AI agent frameworks (Mastra), and reverse shell architectures.

Pushing the boundaries of AI agent orchestration — multi-agent supervisor networks, real-time command safety validation, and making LLMs reliable enough to trust with production infrastructure.

OpsSqad — AI squads (K8s Squad, Security Squad, WordPress Squad) that remotely diagnose and fix server issues through safe, sandboxed terminal access. One chat, real commands, full audit trail.

Open source collabs, DevOps war stories, and conversations about AI-powered infrastructure automation. If you're running K8s, managing servers, or curious about AI ops — say hey.