Claude Code
What I Learned Running Parallel AI Agents as a Non-Engineer PM
How a non-engineer PM runs parallel AI coding agents in production. Concrete patterns, failure modes, and the 2-agent cap that prevents OOM kills.
Claude Code
MCP
The MCP Revolution: Why Interoperability Is the Next Platform Shift
The MCP Revolution: Why Interoperability Is the Next Platform Shift | AI PM Portfolio The MCP Revolution: Why Interoperability Is the Next Platform Shift June 25, 2025 · 19 min read · Industry Analysis The Model Context Protocol (MCP) is the USB-C of AI -- a universal standard for connecting any AI model
Claude Code
AI-Native Development Changed How I Build Products
AI-Native Development Changed How I Build Products | AI PM Portfolio AI-Native Development Changed How I Build Products May 20, 2025 · 18 min read · Practitioner Retrospective AI-native development is not about writing code faster. It is about a fundamentally different relationship between product thinking and production software. Using Claude Code with