llm(2/0)
Development patterns with ai
In Hrishi Olickel’s LLM Hacker Guide he describes some of the ways his thoughts about the development process have changed since working closely with Large Language Models (LLMs). Development Process Hrishi explores the ways that the development process has changed. He offers two other in-between processes, but below is the traditional and the new AI methodology. flowchart LR Write -- Compile -- Run flowchart LR Chat -- Play -- Loop -- Nest Traditional development is about writing code, compiling it, and running it.…
Prompt engineering for developers
(these notes originate from Jeff Mitchell’s presentation at Performance Trust). Prompt Engineering Tips use delimiters to instruct the model which text to work upon (and which to ignore). request structured output (JSON, CSV, Markdown, etc). offer a way out if the input does not meet certain criteria. give the model more context and supply steps. Reduces errors, especially in deductive reasoning. Specify how the output should look. request that the model complete the solution before supplying an answer.…