MLOps.community A New Way of Building with AI
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Jul 9, 2025 Jiquan Ngiam, Co-Founder and CEO of Lutra AI, brings his extensive AI expertise to the discussion. He highlights how AI can automate mundane tasks in software development, transforming workflows effectively. Jiquan delves into the evolution of AI reasoning models and their practical applications. The conversation also tackles the balance between stateful and stateless computing for better performance. Additionally, he emphasizes the exciting future of AI in video editing and the rise of personalized tools for enhanced user experience.
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Avoid Off-by-One Errors
- Avoid low-level coordinates for spreadsheet updates to prevent errors.
- Use header key-value abstractions to make the AI update spreadsheet rows accurately.
Use Code with Guardrails
- Use code generation (CodeAct) frameworks with type checks for AI to write effective software.
- Implement guardrails to enforce type correctness and allow AI to self-correct code errors.
Automate Integration Generation
- Build AI integrations by automatically generating code from API docs and testing it live.
- Let AI fix integration errors by analyzing live data during testing to improve reliability.