wojciech.io

Insights

Field notes on AI systems, GTM, and revenue architecture.

Practical breakdowns from systems I build and run. Not theory — architecture, stack choices, and operator lessons from live deployments.

Featured

Article

AIGTMClaude CodeMCP

The Claude Code GTM Agent Starter Pack

How I built a four-layer AI system that runs outbound research, drafts sequences, and enriches CRM records — without a single external enrichment tool.

· 7 min read
Read article

0 articles

Newsletter

Want to know more first?

New articles on AI systems, GTM architecture, and growth operating models — delivered when they publish.