Writing

Blog

Notes on AI automation, CRM integration and API work. Everything here comes out of systems that are actually running, not from a content calendar.

Nothing published yet.

The first articles go up shortly. They will cover the same ground the FAQ does, in more depth: what builds actually cost, when self-hosted n8n starts paying for itself, which CRM APIs fight you, and how to tell a working AI system from a demo.

In the meantime the systems already in production are the better read, or you can ask a question directly and I will answer it.

What will be covered

  • Zapier to self-hosted n8n: when the migration pays for itself, and what it costs to run
  • CRM migrations that do not lose data, and the fields where migrations quietly lose it
  • Salesforce, HubSpot, GoHighLevel: what each API actually exposes and where it rate limits
  • AI agents in production: guardrails, spend caps, logging, and where a human signs off
  • What an automation project costs, and why most quotes are wrong before the first call