Articles & Architecture Notes

Writing & Engineering Notes

Reflections on system architecture, orchestrating AI chatbot agents, building with Next.js & Go, and the road.

Inside an Enterprise AI Orchestrator: Multi-Service LLMs, Automation, and Zero-Trust Access

Nov 2026

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12 min read

Inside an Enterprise AI Orchestrator: Multi-Service LLMs, Automation, and Zero-Trust Access

How we designed a Go-based AI orchestration layer that answers team questions, runs scheduled workflows, and enforces the same RBAC as the core web app—without trusting the model.

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Building a Read-Only MCP Tool Server: Zero-Trust Enterprise Data Access for Claude, Cursor, and Beyond

Nov 2026

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16 min read

Building a Read-Only MCP Tool Server: Zero-Trust Enterprise Data Access for Claude, Cursor, and Beyond

How we added a second HTTP interface to our enterprise orchestrator: OAuth at the edge, opaque grants, 120-second delegated JWTs, and the same RBAC as the web app—with no prompt-based security.

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