Ask HN: Shifting Reoccuring Agentic Workflow to ML Process?

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[ARTICLE · art-130960] src=news.ycombinator.com ↗ pub=2026-09-16T02:31Z topic=ai-agents verified=true sentiment=· neutral

Ask HN: Shifting Reoccuring Agentic Workflow to ML Process?

A Hacker News user asked the community how to shift a recurring agentic workflow into a machine-learning process so an agent can learn from itself, iterate, and improve with human oversight and validation. The Ask HN post, which had 1 point and 1 comment, asked whether the capability can simply be handled in the prompt or requires actual ML implementation.

bywwolfson97 read1 min views1 publishedSep 16, 2026

I know I can simply ask myaAgent or Google this question but would prefer to ask HN for any practical real examples used day to day.

Question: For the people who build agentic workflows, how do I implement a ML habit where the agent learns from itself, can iterate and improve on it's own? I would still oversee and validate but would love to learn ML implementation to agents. Am I just overthinking this and can write it in the prompt? Any help is appreicated!

Comments URL: [https://news.ycombinator.com/item?id=49721483](https://news.ycombinator.com/item?id=49721483)

Points: 1

source & further reading

news.ycombinator.com — original article Show HN: Eulix – Code navigation for large codebases Ask HN: Why 17? Should AI friendliness be a priority for your projects?

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