inShocking

Mar 16, 2026 · Artificial Intelligence

Building a Multi‑Agent Research Pipeline with OpenClaw: Lessons from Karpathy’s Autoresearch

The article analyzes Karpathy’s Autoresearch project, explains how its 5‑minute experiment constraint enables hundreds of automated runs, and details the author’s three‑layer OpenClaw pipeline that orchestrates search and analysis agents, discusses design decisions, pitfalls, and practical takeaways for engineers.