Deterministic-Lingual Programming (DLP): A New Paradigm Inspired by Human Decision-Making
While Retrieval-Augmented Generation (RAG) enhances LLMs with context-rich data retrieval, it's inherently limited to read-only tasks. RAG excels at answering questions but falls short when real actions—like processing refunds or updating databases—are needed. Enter DLP: a new paradigm that combines the adaptability of LLMs with the precision of deterministic programming to not only generate responses but also take concrete actions. Imagine automating customer support with a system that not only understands your queries but also resolves them in real time.
AI-Oriented Software (AIOS) Mindset
Embracing the AI-Oriented Software (AIOS) Mindset is crucial for today’s tech leaders! Traditional software development is too rigid for today’s dynamic world. By integrating AI, we can create adaptive systems that evolve alongside user needs. From leveraging pre-trained models to fine-tuning and building custom AI solutions, there’s a clear path to transforming your software into a more flexible, user-driven experience.
Succeeding in Technically Complex Software Projects
Navigating complex projects requires balancing strategy, clear roadmaps, early prototyping, and agile iteration. In my latest blog, I break down how to overcome challenges, prioritize effectively, and bring technically ambitious projects to life. Whether you're managing an AI-driven platform or building a scalable system, these insights will guide you to success.