gish

I've had good luck with both: https://github.com/drorm/gish/blob/main/tasks/coding.txt and https://github.com/drorm/gish/blob/main/tasks/webapp.txt With the second one, I reliably generated half a dozen apps with one command. Not to say that it won't fail sometimes.

Well, if you're interested in something more lite-weight, I wrote https://github.com/drorm/gish which is a shell command that lets you interact with GPT with flags, pipes, etc. in a much more unixy way. This TUI has some impressive features, like the bots and plugins, but I feel gish covers most of the use cases, specifically for software development.

Thanks for sharing promptr! I will try it out. I have also been exploring a similar pattern for using GPT as a coding collaborator: - Send all the (relevant) code to GPT along with a change request - Have it reply with all the code, modified to include the requested change - Automatically replace the original files with the GPT edited versions - Use git diff, etc to review and either accept/reject the changes. GPT is significantly better at modifying code when following this "all code in, all code out" pattern. This pattern has downsides: you can quickly exhaust the context window, it's slow waiting for GPT to re-type your code (most of which it hasn't modified) and of course you're running up token costs. But the ability of GPT to understand and execute high level changes to the code is far superior with this approach. I have tr

He can make the same criticism of Internet searches as he does of GPT: you shouldn't trust them until you validate them. I find that GPT's answers are for the most part more reliable the searches, specifically today's searches. In the last 12 months, search results have become so spammy with AI generated pages (oh the irony), that it's hard to find reliable answers. So like search, I look at GPT's answers with a grain of salt and validate them, but these days I use GPT all day every day and search rarely. To be fair, I use it a lot because I have a GPT CLI that works just the way I want it to, since I wrote it :-). https://github.com/drorm/gish