proworks
Insights

Operator notes on AI, marketing, and systems.

Writing from the place where strategy meets execution: pricing, revenue loops, marketing workflows, agent systems, and the messy reality of shipping software solo.

Useful essays, not thought-leadership fog.

Consulting

What does an AI marketing agency actually do in 2026?

Planned article. Built from real implementation notes, not AI trend recycling.

Commercial

AI consulting pricing in 2026: what you should actually pay

Planned article. Built from real implementation notes, not AI trend recycling.

Framework

How to audit your business for AI opportunities

Planned article. Built from real implementation notes, not AI trend recycling.

Marketing ops

The AI automation playbook for small marketing teams

Planned article. Built from real implementation notes, not AI trend recycling.

Build

RAG vs. fine-tuning vs. prompting: how to decide

Planned article. Built from real implementation notes, not AI trend recycling.

Technical

How I built a custom SEO MCP server in TypeScript

Planned article. Built from real implementation notes, not AI trend recycling.

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