n8n

Open-source workflow automation with AI nodes.

What it does

n8n is a fair-code workflow automation tool with native AI Agents, vector stores, and self-hosting.

Opinionated guidance from the 88 Labs AI team for wiring n8n into a production agent.

1Make every step idempotent — retries are inevitable, duplicate side effects are not acceptable.
2Version your workflows like code and roll out behind feature flags before flipping all traffic.

Zapier AI

AI agents and workflows on top of Zapier.

Make

Visual automation with built-in AI modules.

Serval

AI agents for IT and HR support.

Adept

AI agents that operate enterprise software.

We design and deploy bespoke AI agents in 14 days — built around your workflow, not the other way around.