It's interesting how variable people's experiences seem to be.
Personally, I tend to get crap quality code out of Claude. Very branchy. Very un-DRY. Consistently fails to understand the conventions of my codebase (e.g. keeps hallucinating that my arena allocator zero initializes memory - it does not). And sometimes after a context compaction it goes haywire and starts creating new regressions everywhere. And while you can prompt to fix these things, it can take an entire afternoon of whack-a-mole prompting to fix the fallout of one bad initial run. I've also tried dumping lessons into a project specific skill file, which sometimes helps, but also sometimes hurts - the skill file can turn into a footgun if it gets out of sync with an evolving codebase.
In terms of limits, I usually find myself hitting the rate limit after two or three requests. On bad days, only one. This has made Claude borderline unusable over the past couple weeks, so I've started hand coding again and using Claude as a code search and debugging tool rather than a code generator.
> In terms of limits, I usually find myself hitting the rate limit after two or three requests.
I'd absolutely love to see exactly what you're doing (...well, maybe in a world where I had unlimited time or could clone myself...) because as tight as the usage limits are I absolutely cannot fathom hitting them THAT early.
What are the requests like, and have you noticed what is Claude doing during them? Is it reading an entire massive codebase or files that are thousands of lines long? Or are you loaded up with many MCPs or have an ever-growing CLAUDE.md?
I'm writing a compiler. When I have Claude write a new feature, I have validate that suite against a test suite of ~200 tiny programs.
I have a shell script that automates this. If all tests pass, the shell script prints "200/200 passing" with very little token spend. If only 190/200 pass, the shell script reports the names of every test that failed, and now Claude does a process of
1) run the compiler binary -> 2) get assembly output and inspect for obvious errors -> 3) assemble -> 4) verify that the assembler did not report errors -> 5) run test binary, connect with gdb, and find the issue -> 6) edit the compiler source -> 7) recompile the compiler -> 8) back to 1
multiplied by 10 for the 10 failing tests. This eats up tokens very quickly. I realize that not every use case is going to look like this. But if I didn't have Claude verify against the test suite, then I'd be getting regressions left and right, and then what's the point?
The whole codebase (tests included) is less than 15k lines, so I don't think that's the issue. No MCPs. CLAUDE.md about 1.5k lines.
also add "no hallucinations" and "make it works this time pretty please" while also say Claude will go to jail if does not do it right should work all the time (so like 60%)
Similar to the observation (by simonw) that they respond reasonably to "TDD: Red => Green"
I've used that ever since. Works most of the time, but other stuff is often failing and I've learned to become distrustful of an agent very quickly. One mistake where I point it out and the agent corrects itself is fine if it keeps working well after. A second mistake when it's trying to fix the first one or an inability to understand or a claim that it fixed it but it didn't is instant termination (after dumping context for the next agent).
Personally, I tend to get crap quality code out of Claude. Very branchy. Very un-DRY. Consistently fails to understand the conventions of my codebase (e.g. keeps hallucinating that my arena allocator zero initializes memory - it does not). And sometimes after a context compaction it goes haywire and starts creating new regressions everywhere. And while you can prompt to fix these things, it can take an entire afternoon of whack-a-mole prompting to fix the fallout of one bad initial run. I've also tried dumping lessons into a project specific skill file, which sometimes helps, but also sometimes hurts - the skill file can turn into a footgun if it gets out of sync with an evolving codebase.
In terms of limits, I usually find myself hitting the rate limit after two or three requests. On bad days, only one. This has made Claude borderline unusable over the past couple weeks, so I've started hand coding again and using Claude as a code search and debugging tool rather than a code generator.