claude performs acceptably at repetitive tasks when I have an existing pattern for it to follow. “Replicate PR 123, but to add support for object Bar instead of Foo”. If I get some of this busy work in my queue I typically just have claude do it while I’m in a meeting.
I’d never let it do refactors or design work, but as a code generation tool that can use existing code as a template, it’s useful. I wouldn’t pay an arm and a leg for it, but burning $2 while I’m in a meeting to kill chore tasks is worth it to me.
For example the tools for the really tedious stuff, like large codebase refactoring for style keeping, naming convention adherence, all kinds of code smells, whatever. Lots of those tools have gotten ML upgrades and are a lot smarter and more powerful than what I remember from a decade ago (intellisense, jetbrains helper functions, various opinionated linter toolchains, and so forth).
While I’ve only experimented a little with some the more explicitly generative LLM-based coding assistant plugins, I’ve been impressed (and a little spooked) at how good they often were at guessing what I’m doing way before I finished doing it.
I haven’t used the prompt-based LLMs at all, because I’m just not used to it, but I’ve watched nearby devs use them for stuff like manipulating a bunch of files in a repeated pattern, breaking up a spaghetti method into reusable functions, or giving a descriptive overview of some gnarly undocumented legacy code. They seem pretty damn useful.
I’ll integrate the prompt-based tools once I can host them locally.
Like what?
claude performs acceptably at repetitive tasks when I have an existing pattern for it to follow. “Replicate PR 123, but to add support for object Bar instead of Foo”. If I get some of this busy work in my queue I typically just have claude do it while I’m in a meeting.
I’d never let it do refactors or design work, but as a code generation tool that can use existing code as a template, it’s useful. I wouldn’t pay an arm and a leg for it, but burning $2 while I’m in a meeting to kill chore tasks is worth it to me.
For example the tools for the really tedious stuff, like large codebase refactoring for style keeping, naming convention adherence, all kinds of code smells, whatever. Lots of those tools have gotten ML upgrades and are a lot smarter and more powerful than what I remember from a decade ago (intellisense, jetbrains helper functions, various opinionated linter toolchains, and so forth).
While I’ve only experimented a little with some the more explicitly generative LLM-based coding assistant plugins, I’ve been impressed (and a little spooked) at how good they often were at guessing what I’m doing way before I finished doing it.
I haven’t used the prompt-based LLMs at all, because I’m just not used to it, but I’ve watched nearby devs use them for stuff like manipulating a bunch of files in a repeated pattern, breaking up a spaghetti method into reusable functions, or giving a descriptive overview of some gnarly undocumented legacy code. They seem pretty damn useful.
I’ll integrate the prompt-based tools once I can host them locally.