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Comment by will__ness

15 hours ago

> But there are serious limits. [Your coding agent] will lie to you, they don't really understand things, and they often generate bad code.

I think that really high quality code can be created via coding agents. Not in one prompt, but instead an orchestration of planning, implementing, validating, and reviewing.

Its still engineering work. The code still matters. Its just a different tool to write the code.

I'd compare the difference between manually coding and operating a coding agent to the difference between a handsaw and a chainsaw - the end result is the same but the method is very different.

> the end result is the same but the method is very different.

I dont think anyone really cares at all about LLM code that is the exact same end result as the hand written version.

It's just in reality the LLM version is almost never the same as the hand written version, it's orders of magnitude worse.

  • In the limited use cases I've used it, it's alright / good enough. But it has lots of examples (of my own) to work off of.

  • But a lot of people don't think like this, and we must come to the unavoidable conclusion that the LLM code is better than what they are used to, be their own code, or from their colleagues.

> Not in one prompt, but instead an orchestration of planning, implementing, validating, and reviewing

Lots of times I could just write it myself and be done with it

  • Sure and lots of times I can walk places. That doesn't mean bikes, cars, trains and planes aren't incredibly useful. They let me achieve things I can't in other ways for example transporting cargo without a team of people to help me. Just like AI coding.

>I think that really high quality code can be created via coding agents. Not in one prompt, but instead an orchestration of planning, implementing, validating, and reviewing.

Do you have any advice to share (or resources)? Have you experienced it yourself?

The practical limit is the latency and inference cost. A full planning and validation loop burns a lot of tokens, and waiting for that cycle breaks flow compared to just writing the code.

  • Only if your flow is writing the actual code.

    If you flow state involves elaborating complimentary specifications in parallel, it's marvelous

> high quality code

What does high quality code look like?

> The code still matters.

How so?