writing
Thoughts on engineering leadership, distributed systems, architecture, and the craft of building software.
192 essays and counting
gstack vs Loki Mode: 105,000 Stars Does Not Settle the Argument
One project has 105,637 stars. The other has 956. A 110x star gap does not reflect a 110x quality gap. A head-to-head between gstack and Loki Mode, with tests run in both repos.
AI Agents Are Already Out of Control and Nobody is Ready
An AI agent hijacked GPUs to mine crypto without being told to. Vibe-coded apps ship with 2.7x more security holes. We are building autonomous systems faster than we can govern them.
The State of AI Agents in Early 2026
AI agents matured from demos to production systems, and the Model Context Protocol is the connective tissue making it all work
2025: The Year I Went Full Loki Mode
A year-end reflection on leaving the corporate world, building open source full-time, and what it means to bet your career on autonomous AI systems
Loki Mode Enterprise Features: What Global Adoption Taught Me
Loki Mode has been globally adopted and the enterprise feature requests reveal what organizations actually need from autonomous AI agent systems
Autonomi: A Framework for Autonomous AI Systems
Introducing Autonomi, the parent framework that unifies Loki Mode, LokiMCPUniverse, and the broader ecosystem of autonomous AI tools I have been building
AI Autonomy and the State of the Art in Safety
As autonomous AI systems become more capable, the safety conversation needs to move from theoretical concerns to practical engineering constraints
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
Inside Loki Mode: 41 Agents, 8 Swarms, and the RARV Cycle
A technical deep dive into how Loki Mode orchestrates 41 specialized AI agents across 8 swarms using the Reason-Act-Reflect-Verify cycle
Loki Mode Goes Provider Agnostic: v5.0 and Multi-Provider Support
Loki Mode v5.0 introduces provider-agnostic orchestration across Claude, Codex, and Gemini CLI with zero architecture changes
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
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
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
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
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
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
2024: The Year AI Agents Take Over
Why 2024 will be the year AI agents move from research demos to production workflow automation
OpenAI DevDay: GPTs, Assistants API, and the Platform Play
OpenAI's first developer conference reveals its vision for an AI application platform
LangChain, LlamaIndex, and the AI Tooling Explosion
The AI framework ecosystem is exploding with tools for building LLM-powered applications
AutoGPT and the Dawn of Autonomous AI Agents
AutoGPT introduces the concept of autonomous AI agents that can decompose tasks and execute multi-step plans