writing
Thoughts on engineering leadership, distributed systems, architecture, and the craft of building software.
192 essays and counting
Multi-Cloud MCP: One Protocol to Manage Them All
Using MCP to create a unified interface for managing resources across AWS, GCP, and Azure, eliminating the cognitive overhead of cloud-specific CLIs and consoles
Google A2A Plus MCP: Two Protocols, One Ecosystem
Google's Agent-to-Agent protocol and Anthropic's Model Context Protocol are complementary, not competing, and together they define the agent infrastructure stack
The MCP Marketplace: An App Store for AI Tools
The Model Context Protocol is evolving from a specification into an ecosystem, and the marketplace model will define how AI agents access the world
Loki Mode is Born: Building a Multi-Agent Autonomous System
Introducing Loki Mode — a multi-agent autonomous system for Claude Code with 41 agent types across 8 swarms
AI Marketplaces: The Next Platform War
MCP marketplaces are emerging as the next platform battleground, and the winner will define how AI agents access the world
25 Enterprise MCP Servers in One Sprint
How I built 25+ production-grade MCP servers and what I learned about shipping AI infrastructure at speed
MCP: The Protocol That Connects AI to Everything
A deep dive into the Model Context Protocol and why it is the most important infrastructure standard for the AI agent era
Building LokiMCPUniverse: Enterprise MCP Servers at Scale
Launching LokiMCPUniverse, a collection of enterprise-grade MCP servers that give AI agents access to real tools and infrastructure
Tool Use, Function Calling, and the Future of AI Integration
The emergence of structured tool use and function calling in LLMs points toward a protocol-driven future for AI integration