Something I'm thinking about and doing a bit of experimentation with is using LLMs to write specialist higher level code.

Rather than ask them to write web-apps in webby languages with open source frameworks etc, providing a very fixed, on-rails development process where everything is abstracted away. Accept that it'll be less powerful, but take the trade-off that it'll hopefully be faster and produce much more controllable software.

Concrete example, why do we let the LLM choose a database, schema, migration procedure, library, etc. We could decide to only support one database, enforce schema design (such as every table containing access control), enforce a migration process, enforce a library, even do schema design in a fixed config file rather than arbitrary DDL. Same for auth, deployments, even UI.

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villaaston1 2 hours ago | parent [-]

This sounds a bit like Ruby on Rails including Hotwire? Even has the “on-rails development” in the name, schema design in a config, migrations, etc.

Though some frontend decisions are a bit more open

	▲	danpalmer an hour ago \| parent [-]
		Rails takes this approach[1] to some extent, but it's still possible to plug in different things, it's still all flexible enough to build any type of web app pretty much, and it still requires a ton of developer (or LLM) involvement. I'm thinking of going far further, to the point that perhaps we should use a new language designed only for web-app development. I'm thinking about removing almost all options so that the LLM only gets to write custom business logic and data modelling and doesn't need to do much else. Again this is all at the cost of being more generally applicable, but I see a lot of software that is fundamentally CRUDL and it's still hard to build well, and I also see a lot of LLMs reinventing the wheel but implementing too many sides on that wheel. They need guardrails. [1]: https://dhh.dk/2012/rails-is-omakase.html