Monday, December 22, 2025

Concept: AI Proposes Code Modifications, But Execution Determines the Outcome—What’s Flawed Here?

Revolutionizing Code Development with AI: Seeking Insights!

Imagine a system where AI proposes code or test changes, but execution depends solely on validated metrics. This innovative concept aims to ensure quality through rigorous testing before any deployment.

Key Features:

  • AI-Driven Proposals: Get intelligent suggestions for code or test modifications.
  • Real Metrics Evaluation: Every change is assessed against clear goals using before-and-after metrics.
  • Continuous Improvement Loop: The system only progresses if actual results enhance performance.

Concerns Raised:

  • Could it become overly complex or slow?
  • Is it only practical for a niche audience, like infra or robotics?

I seek blunt feedback from those who have built real systems. Where do you see potential pitfalls? What could lead you to discontinue use within a week?

Join the conversation and help refine this concept. Your experiences are invaluable! Let’s discuss below!

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