{"slug": "ask-hn-shifting-reoccuring-agentic-workflow-to-ml-process", "title": "Ask HN: Shifting Reoccuring Agentic Workflow to ML Process?", "summary": "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.", "body_md": "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.\n\nQuestion: 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!\n\nComments URL: [https://news.ycombinator.com/item?id=49721483](https://news.ycombinator.com/item?id=49721483)\n\nPoints: 1\n\n# Comments: 1", "url": "https://wpnews.pro/news/ask-hn-shifting-reoccuring-agentic-workflow-to-ml-process", "canonical_source": "https://news.ycombinator.com/item?id=49721483", "published_at": "2026-09-16 02:31:52+00:00", "updated_at": "2026-09-16 03:07:39.533853+00:00", "lang": "en", "topics": ["ai-agents", "machine-learning", "ai-tools"], "entities": ["Hacker News"], "alternates": {"html": "https://wpnews.pro/news/ask-hn-shifting-reoccuring-agentic-workflow-to-ml-process", "markdown": "https://wpnews.pro/news/ask-hn-shifting-reoccuring-agentic-workflow-to-ml-process.md", "text": "https://wpnews.pro/news/ask-hn-shifting-reoccuring-agentic-workflow-to-ml-process.txt", "jsonld": "https://wpnews.pro/news/ask-hn-shifting-reoccuring-agentic-workflow-to-ml-process.jsonld"}}