AI Automation Guide: Agents, Zaps, and Workflows
Build reliable AI automations with Zapier, Make, n8n, and agent platforms without breaking production.
Chris Alvarez··14 min
Automation + AI
Combine deterministic workflows with LLM steps for classification, drafting, and extraction.
Tooling map
- Zapier / Make — fastest SaaS glue
- n8n — self-hosted flexibility
- Lindy / Relevance — agent-first
Reliability patterns
Add retries, structured outputs, evaluation samples, and human approval for customer-facing actions.
Affiliate
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