Notes from a Marketer Building a Real CLI with Codex
SMRTR summary
A non-engineer built a working CLI tool called ChatGPT Thread Exporter by pairing with OpenAI's Codex agent — and the biggest lesson wasn't about code. It was that product judgment, clear constraints, and testing against real user outcomes matter more than technical knowledge. The tool exports ChatGPT shared conversations to markdown or PDF, and the build exposed how AI agents can produce convincing progress while missing the actual point.
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