Reading path

Agent Fleets + Automation

5 articles on Agent Fleets + Automation, from first steps to the deep end.

June 1, 20269 min

n8n, LangGraph, Temporal: Automation Done Right

Everyone wires up n8n. Almost nobody knows where it stops. Real automation is three layers, and n8n is only the first one. Here is the whole stack.

AI Systems

August 16, 20268 min

An AI System Grows Upward, Not Sideways

When an AI system grows, everyone thinks more agents. The real jump is a layer above them: assignments, done-criteria, and results checked against evidence.

AutoML for Agent Fleets, Without the Vendor Bill

AI Systems

May 15, 20269 min

AutoML for Agent Fleets, Without the Vendor Bill

We added a Bayesian bandit layer to our 10-agent fleet in one session, at zero added monthly cost. How the math works, and why it needs no LLM.

The CrewAI 5.76x Paradox: What Framework Benchmarks Don't Tell You

AI Systems

April 23, 20269 min

The CrewAI 5.76x Paradox: What Framework Benchmarks Don't Tell You

CrewAI says 5.76x faster than LangGraph. An independent benchmark puts CrewAI last. Both numbers are real. They measure different things.

10 n8n Workflows Every Small Business Can Use Right Away

AI Systems

April 10, 202610 min

10 n8n Workflows Every Small Business Can Use Right Away

n8n is the open-source alternative to Zapier: free, GDPR-compliant, with AI nodes. Ten concrete workflows for marketing, sales, support, and accounting.

From practice

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AI Agents & Agent Systems