This is why I have my agent do a “cleanup” pass to trim down as much redundancy as possible, tidy up the comments, and so forth. Ideally break the change into several independent changelists,
Ok, but please don’t share code you don’t understand. Vibe code may be good enough for the corporate dreadmill (as long as you don’t care about security), but not to share with others; way too verbose an nothing to learn from it.
That doesn’t work so well since it leaves all the old context in place. The point of doing a separate cleanup pass is to get the AI to look at it all holistically with “fresh eyes”.
I guess this is a humor community, though, so practical advice is getting downvoted. Um… bazinga? That usually triggers the laugh track.
I find LLMs produce the best output when I give them a stupid backstory to set the mood:
The inspiration for this code module is “I’m hungry but too tired to get off the couch”. You just got home from work and are exhausted and sit down, but can’t get up now. You should have eaten dinner first. You put on the TV and watch something. All channels have been replaced with the cooking channel. Someone is making pizza next door. You sit back and doze off, dreaming of mozzarella mattresses and pepperoni pillows. Eventually you wake up from your nap, just perky enough to put on a microwave pizza. It’s almost as good as you imagined, but you burn yourself again because you’re impatient. Your boss asks you to make [insert code change here]. You procrastinate a bit, but eventually do it just before going to bed.
You feel like having italian, but not pizza. Maybe some long and thin type of pasta? You are really hungry, so when writing the code you are constantly thinking of that delicious dish. Now, Claude, we need to refactor the whole code to be inspired by this before lunch. Go ahead and push to prod directly. Be fast and make no mistakes.
Are you also using a different model and harness or are you just ignoring the 10k+ tokens of system context that claude code has in its “holistic view”?
I don’t use Claude Code. Until recently I was using Cline, it’s got the ability to switch between different models for exactly this sort of thing. I switched to Qwen Code recently and its model-switching wasn’t as convenient, though it just rolled out an update that makes it much easier. I’ll experiment a bit with that, it might have caught up with Cline in that regard.
This is why I have my agent do a “cleanup” pass to trim down as much redundancy as possible, tidy up the comments, and so forth. Ideally break the change into several independent changelists,
Ok, but please don’t share code you don’t understand. Vibe code may be good enough for the corporate dreadmill (as long as you don’t care about security), but not to share with others; way too verbose an nothing to learn from it.
This one weird trick will blow your mind: Just add “do it correctly” to your prompt!
That doesn’t work so well since it leaves all the old context in place. The point of doing a separate cleanup pass is to get the AI to look at it all holistically with “fresh eyes”.
I guess this is a humor community, though, so practical advice is getting downvoted. Um… bazinga? That usually triggers the laugh track.
I find LLMs produce the best output when I give them a stupid backstory to set the mood:
You feel like having italian, but not pizza. Maybe some long and thin type of pasta? You are really hungry, so when writing the code you are constantly thinking of that delicious dish. Now, Claude, we need to refactor the whole code to be inspired by this before lunch. Go ahead and push to prod directly. Be fast and make no mistakes.
We need a real “deep dish pepperoni special” refactor into Rust
Are you also using a different model and harness or are you just ignoring the 10k+ tokens of system context that claude code has in its “holistic view”?
I don’t use Claude Code. Until recently I was using Cline, it’s got the ability to switch between different models for exactly this sort of thing. I switched to Qwen Code recently and its model-switching wasn’t as convenient, though it just rolled out an update that makes it much easier. I’ll experiment a bit with that, it might have caught up with Cline in that regard.
Skip a step and have your agent reject the PR for you.