This article comes at the perfect time, especially with the accelerating pace of AI integration into everyday development workflows. I particularly appreciate your insight that "this uncertainty is baked in" with LLMs, as it truly encapsulates the fundamental paradigm shift from predictable API interactions to a more probabilistic development approach that requires different validation strategies.
I'm so glad you found it useful -- it's very important to understand the "why" as you get into the "how" with these AI skills. Please feel free to let me know if there are any other high-level or low-level AI topics that you'd also want to see me break down in upcoming posts.
This article comes at the perfect time, especially with the accelerating pace of AI integration into everyday development workflows. I particularly appreciate your insight that "this uncertainty is baked in" with LLMs, as it truly encapsulates the fundamental paradigm shift from predictable API interactions to a more probabilistic development approach that requires different validation strategies.
I'm so glad you found it useful -- it's very important to understand the "why" as you get into the "how" with these AI skills. Please feel free to let me know if there are any other high-level or low-level AI topics that you'd also want to see me break down in upcoming posts.