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Articles

Practical writing on AI-native marketing technology, agent architecture, and revenue engineering.

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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