Blog
2-2 Factor for AI Agents: Multi-Agent Reliability
Human reliability maths applied to AI agents. Consensus protocols, identity checks, and why your agent swarm needs the same safeguards humans built centuries ago.
#ai
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Blog
The Death of MCP: Context Rot, Token Waste, and Why Class Files Win
Model Context Protocol was supposed to be the USB-C of AI integrations. Instead it is eating 50% of your context window before your agent even starts working.
Blog
Software Engineer Productivity Stack: Desktop, Obsidian, AI Tools
Build your productivity stack as a software engineer. Desktop engineering, Obsidian for devs, AI coding assistants, and MCP tooling.
Blog
Tyranny of Small Decisions: AI Agents and Codebase Drift
Alfred Kahn warned that rational small decisions aggregate into irrational outcomes. Now AI agents make thousands of those decisions daily in your codebase.