>> You no longer need to review the code. Or instruct the model at the level of files or functions. You can test behaviors instead. I think this is where things will ultimately head. You generate random code, purely random in raw machine readable binary, and simply evaluate a behavior. Most random generated code will not work. some, however, will work. and within that working code, some will be far faster and this is…
This is a recurring fantasy in LLM threads but makes little sense. Writing machine code is very difficult (even writing byte code for simple VMs is annoying and error-prone). Abstractions are beneficial and increase productivity (per human, per token). It makes essentially no sense to throw away seven decades of productivity increasing technologies to have neural nets punch cards again, and it's not going to happen u…
I was a top 0.01% Cursor user, then switched to Claude Code 2.0
41–50 of 236 posts
Re: I was a top 0.01% Cursor user, then switched to Claude Code 2.0
#42> You no longer need to review the code. Or instruct the model at the level of files or functions. You can test behaviors instead. Maybe for a personal project but this doesn't work in a multi-dev environment with paying customers. In my experience, paying attention to architecture and the code itself results in a much more pliable application that can be evolved.
High velocity teams also observe production system telemetry and use error rates, tracing and more to maintain high SLAs for customers.
They set a "budget" and use feature flagging to release risky code and roll back or roll forward based on metrics.
So agentic coding can feed back on observed behaviors in production too.
Re: I was a top 0.01% Cursor user, then switched to Claude Code 2.0
#43>> You no longer need to review the code. Or instruct the model at the level of files or functions. You can test behaviors instead. I think this is where things will ultimately head. You generate random code, purely random in raw machine readable binary, and simply evaluate a behavior. Most random generated code will not work. some, however, will work. and within that working code, some will be far faster and this is…
> You generate random code, Code derived from a training set is not at all "random."
Re: I was a top 0.01% Cursor user, then switched to Claude Code 2.0
#44>> You no longer need to review the code. Or instruct the model at the level of files or functions. You can test behaviors instead. I think this is where things will ultimately head. You generate random code, purely random in raw machine readable binary, and simply evaluate a behavior. Most random generated code will not work. some, however, will work. and within that working code, some will be far faster and this is…
But that's future music, forgive a young man for letting his imagination run wild! ;)
Re: I was a top 0.01% Cursor user, then switched to Claude Code 2.0
#45> Use Claude Code if you > a) never plan on learning and just care about outputs, or > b) are an abstraction maximilist. As a Claude Code user for about 6 months, I don't identify with either of these categories. Personally I switched to Claude Code because I don't particularly enjoy VScode (or forks thereof). I got used to a two window workflow - Claude Code for AI-driven development, and Goland for making manual ed…
Re: I was a top 0.01% Cursor user, then switched to Claude Code 2.0
#46>> You no longer need to review the code. Or instruct the model at the level of files or functions. You can test behaviors instead. I think this is where things will ultimately head. You generate random code, purely random in raw machine readable binary, and simply evaluate a behavior. Most random generated code will not work. some, however, will work. and within that working code, some will be far faster and this is…
Why should we throw away decades of development in determistic algorithms? Why tech people mentions "geneticists"? I would never select an algorithm with a "good" flying trait for making an airplane works, that's nuts
Re: I was a top 0.01% Cursor user, then switched to Claude Code 2.0
#47> Use Claude Code if you > a) never plan on learning and just care about outputs, or > b) are an abstraction maximilist. As a Claude Code user for about 6 months, I don't identify with either of these categories. Personally I switched to Claude Code because I don't particularly enjoy VScode (or forks thereof). I got used to a two window workflow - Claude Code for AI-driven development, and Goland for making manual ed…
Always curious to hear how individuals have their workflows, if you don’t mind sharing.
Re: I was a top 0.01% Cursor user, then switched to Claude Code 2.0
#48Re: I was a top 0.01% Cursor user, then switched to Claude Code 2.0
#49Re: I was a top 0.01% Cursor user, then switched to Claude Code 2.0
#50>> You no longer need to review the code. Or instruct the model at the level of files or functions. You can test behaviors instead. I think this is where things will ultimately head. You generate random code, purely random in raw machine readable binary, and simply evaluate a behavior. Most random generated code will not work. some, however, will work. and within that working code, some will be far faster and this is…
In this situation, AI companies are incentivised to host the services their tooling generates. If we don't get source code, it is much easier for them to justify not sharing it. Plus, who is to say the machine code even works on consumer hardware anyway? It leads to a future where users specify inputs while companies generate programs and handle execution. Everything becomes a black box. No thank you.