March 2026·12 min read
The Universal Pattern: What 5 Industries Taught Me About AI-Driven Revenue
After deploying ML-powered marketing systems across telecom, crypto, fintech, healthcare, and hospitality, I discovered the same three challenges — and the same solution architecture — in every single one. Here's the pattern.
StrategyCross-Industry
March 2026·8 min read
The IDE Is the New Integration Layer
Claude Code, Cursor, Windsurf — developer tools are evolving from code editors into orchestration platforms. The implications for marketing technology architecture are profound. The IDE is becoming the place where systems actually get connected.
AI ToolsArchitecture
April 2026·15 min read
From GTC26 to a Running AI Agent in 30 Days
I attended NVIDIA GTC26, discovered OpenClaw/NemoClaw, and built a production AI agent running on consumer hardware via WSL2 in under a month. Here's exactly how — including the hardware decisions, architecture choices, and what I'd do differently.
AI AgentsBuild Log
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