The author distinguishes between two primary uses of Large Language Models (LLMs) in software development: as a function within a larger process or as the controller of that process. The former involves LLMs performing specific, defined tasks, while the latter delegates the creative process to the LLM. The author notes personal success with LLMs for debugging complex code, contrasting this with less successful experiences using local open-source LLMs on inadequate hardware for coding agents. The piece also touches on the 'flight levels' organizational method, applying it to software development to categorize initiatives and tools based on their time horizons and criticality, from quick wins to strategic, high-stakes applications. AI
IMPACT Distinguishes between LLM as a tool versus LLM as a controller, impacting how developers integrate AI into workflows and manage critical applications.
RANK_REASON The item is an opinion piece discussing the use of LLMs in software development, categorizing their application and relating it to organizational methods.
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