Author

inShocking

Occasional sharing

Articles

Likes

Views

Comments

Latest from inShocking

12 recent articles

inShocking

Mar 18, 2026 · Artificial Intelligence

Building a Coding Agent with Claude: A 200‑Line Python Walkthrough

This article explains how to construct a functional coding agent by combining a large language model, a bash tool, and a message history loop, showing step‑by‑step code, system prompts, error handling, and a complete execution example.

AI AgentAgent LoopClaude

0 likes · 10 min read

Building a Coding Agent with Claude: A 200‑Line Python Walkthrough

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.

AI agentsLLMOpenClaw

0 likes · 12 min read

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