writing
Thoughts on engineering leadership, distributed systems, architecture, and the craft of building software.
192 essays and counting
2024: The Year AI Agents Became Real
Looking back on 2024, the year AI agents went from predictions to production and everything I shipped along the way
re:Invent 2024: AWS Goes Agent-First
AWS re:Invent 2024 signals a fundamental shift: Amazon is rebuilding its cloud platform around AI agents as first-class citizens
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
The 2024 Election and the AI Misinformation Challenge
The 2024 US presidential election tested our ability to handle AI-generated misinformation, and the results are sobering
Claude Computer Use: AI That Operates Your Computer
Anthropic's Claude computer use capability lets AI control your screen, keyboard, and mouse, and the implications for agent systems are enormous
Leading AI Teams: What Is Different
Leading AI-powered engineering teams requires a fundamentally different approach than leading traditional cloud infrastructure teams
OpenAI o1: Chain of Thought Changes Everything
OpenAI's o1 model introduces a new paradigm: models that think before they answer, with profound implications for AI agent systems
A2A: When AI Agents Talk to Each Other
Google's Agent-to-Agent protocol opens a new frontier: AI agents that can discover, communicate with, and delegate to other agents
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
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
Google I/O 2024: Gemini Everywhere
Google I/O 2024 made one thing clear: Google is embedding Gemini into every product, every surface, every interaction
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
NVIDIA GTC: Jensen Huang and the $2 Trillion AI Engine
NVIDIA GTC 2024 was not just a product launch; it was a declaration that GPU infrastructure is the foundation of the AI era
Claude 3 Opus: The Best LLM I Have Ever Used
Anthropic's Claude 3 Opus is not just an incremental improvement; it changes what is possible with AI-assisted engineering
Sora: OpenAI Just Changed Video Forever
OpenAI's Sora text-to-video model represents a paradigm shift in content creation and raises profound questions about reality
2024: The Year AI Agents Take Over
Why 2024 will be the year AI agents move from research demos to production workflow automation