Technology

Multi-agent AI development system architecture diagram showing orchestrator managing specialized agents with MCP server providing centralized engineering standards

The 2,000-Line Prompt Problem: Building an AI Development Operating System

How a monolithic prompt file evolved into a production AI Development Operating System. Real architecture for multi-agent software development: MCP standards, orchestration patterns, and the phases that actually matter.

BitLocker encryption split key visualization showing user holding golden key connected to shield with lock symbol and Microsoft cloud, illustrating shared control and trust boundaries in disk encryption key management

BitLocker Didn't Fail. Trust Did.

BitLocker encryption didn’t fail—trust boundaries shifted. When recovery keys are escrowed by default, control becomes conditional. Linux LUKS, VeraCrypt alternatives, and key management strategies for conscious trust decisions.

Digital sovereignty visualization showing global network connections with India highlighted in orange glow representing sovereign infrastructure, while international data flow lines illustrate geopolitical dependencies in digital infrastructure

Digital Sovereignty: When Geopolitics Disrupts Your Infrastructure

When geopolitics enters the infrastructure layer, convenience without control becomes fragile. Real incidents, technical alternatives, and why sovereignty requires deliberate architecture.