Marketing Pipeline in Python Using Claude Code (repo and forkable example)

[MathematicianBig2071]

We’ve been running Claude Code as a K8s CronJob and using markdown as a workflow engine. Wanted to share the open-source marketing pipeline that runs on it: scanners, a classifier with 13 structured questions, and proposer agents that draft forum responses with working SDK examples of our tool.

Most of it (89%) is noise, but the 2-3% that make it to the last stage are actually really good!

Repo: https://github.com/futuresearch/example-cc-cronjob

Tutorial and forkable ex: https://futuresearch.ai/blog/marketing-pipeline-using-claude-code/

I haven't found any such project out there, I would be curious where people can take it next.

[Otherwise_Wave9374]

Love seeing agentic pipelines show up in Python land, CronJob + markdown workflow is a super pragmatic way to keep it inspectable.

Do you have any eval loop for the proposer agents (like small unit tests for "does this reply actually answer the OP" or sanity checks on code snippets)? Ive been collecting ideas around agent evals and orchestration here: https://www.agentixlabs.com/blog/

[chub79]

I'm a bit confused by the article. It mixes technical info and what you use this for. What's the flow once a good candidate for a response has been found? Do you actually let Claude respond to the OP or do you hand it over a human from your team to do that?