Re:My LLM codegen workflow
by jrexilius on Tuesday February 18, 2025 @03:53PM
(#43094962)
The first part of this, where you told it to ask YOU questions, rather than laboriously building prompts and context yourself was the magic ticket for me. And I doubt I would have stumbled on that sorta inverse logic on my own. Really great write up!
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Re:My LLM codegen workflow
by danphilibin on Tuesday February 18, 2025 @04:30PM
(#43095350)
This is the key to a lot of my workflows as well. I'll usually tack some form of "ask me up to 5 questions to improve your understanding of what I'm trying to do here" onto the end of my initial messages. Over time I've noticed patterns in information I tend to leave out which has helped me improve my initial prompts, plus it often gets me thinking about aspects I hadn't considered yet.
Frankly getting used to doing this may help our communication with other engineers as well.
promo from L5->L7 confirmed.
The big question is, which level will be replaced by GPT first?
Re:My LLM codegen workflow
by theturtle32 on Tuesday February 18, 2025 @06:07PM
(#43096297)
Can confirm, this is an excellent tactic when working with LLMs!
Re:My LLM codegen workflow
by CamperBob2 on Tuesday February 18, 2025 @06:42PM
(#43096603)
That's one of the key wins with o1-pro's deep research feature. The first thing it tends to do after you send a new prompt is ask you several questions, and they tend to be good ones.
One idea I really like here is asking the model to generate a todo list.
I add something like “ask me any clarifying questions” to my my initial prompts. For larger requests, it seems to start a dialogue of refinement before providing solutions.
Re:My LLM codegen workflow
by treetalker on Tuesday February 18, 2025 @07:24PM
(#43096970)
Indeed!
The example prompts are useful. They not only reduced the activation energy required for me to start installing this habit in my personal workflows, but also inspired the notion that I can build a library of good prompts and easily implement them by turning them into TextExpander snippets.
P.S.: Extra credit for the Insane Clown Posse reference!