I quickly got into the habit of observing the agent at work, noticing sequences of commands that the agent repeated over and over again, and turning them into scripts for the agent to call instead. Many of the scripts in Cutlet’s scripts directory came about this way.
Financial constraints will compel AI systems to output quality code because proper initial design is more cost-effective than subsequent corrections. This influence is already reshaping AI-assisted programming. Quality code reduces comprehension overhead, demands fewer modifications for upkeep, and consequently decreases computational resource consumption throughout the software lifecycle.
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Embedding Models: Experiments employed OpenAI's text-embedding-3-small, though the system accommodates both OpenAI and Ollama embeddings.
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