We built a contact enrichment pipeline for our Notion CRM using Apollo.io, HarvestAPI via Apify, and Zapier — for roughly $0–5/month. Here's the full architecture, the cost breakdown, and why CRM vendors charging $2–3K/year for the same capability is a broken model.
Lessons from building multi-turn AI agents across Zapier Agents, Notion Custom Agents, and Relevance AI — covering context window management, system prompt bloat, sub-agent trade-offs, and context rot.
How reusable AI skills across Claude, Notion, and Linear have replaced prompt engineering as the highest-leverage way to make AI tools actually useful.
We built a custom CRM in Notion — powered by 30+ Zapier automations, AI agents, and deep integrations — that tracks contacts, emails, meetings, deals, invoices, and leads automatically. Here's the full architecture.
Notion Custom Agents and Zapier Agents take fundamentally different approaches to AI automation. Here's where each one wins — and where it falls short.
How I built a content system using Notion, Zapier, Readwise, and AI agents that produces original writing at scale — without sounding like everyone else.
