Thursday, October 30, 2025

Ask HN: What Are Your Strategies for AI Maintenance?

🚀 Revolutionizing AI Deployment: A Call to Dialogue

As I dive into my third AI production deployment, I’ve encountered a common theme in the industry:

  • User Feedback: Everyone speaks of systems truly learning from user insights. Yet, my experience reveals a different reality.
  • Current Workflow:
    • Users spot errors.
    • Those errors are logged.
    • Engineers review the logs weekly.
    • Models and prompts are manually updated.
    • This cycle repeats.

🔍 The Bigger Question: Has anyone achieved a genuinely automated learning loop? Is “self-improving AI” more than just a marketing slogan?

🤔 I’m eager to connect with fellow AI enthusiasts to compare our approaches. Whether you’re building, troubleshooting, or innovating, let’s discuss!

💬 DM me for a 20-minute chat to explore these questions and share insights. Sharing this post helps ignite the conversation on genuine advancements in AI!

AI #MachineLearning #Innovation #TechTalk #SelfImprovingAI

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