1: https://www.joelonsoftware.com/2000/04/10/controlling-your-e...
1: https://www.joelonsoftware.com/2000/04/10/controlling-your-e...
I just patched Claude Code's system prompts, pinned the version and stopped upgrading without first dissecting and auditing the executable. Even discovered Anthropic can remotely inject strings into the system prompt via some "growth book" or something. Neutralized that too.
Things got a lot better after I started doing this. It straight up fixed Opus 4.6, and Opus 4.8 got more consistent in my subjective experience.
Sadly there's nothing I can do about Anthropic's server side "system reminders" whenever some prompt trips their classifiers or whatever.
I'm in the process of switching to OpenAI and Codex. The open source harness is a breath of fresh air. We'll see how that goes.
[0]: https://pi.dev
Perhaps this[0] Pi documentation could help.
0 - https://pi.dev/docs/latest/models#anthropic-messages-compati...
I still haven't gotten around to trying it, though, so I don't know what the reality is. And new open-weight models have been released since then that I'd want to evaluate...
GPT is also better than Claude from my personal experience. GLM 5.2 is equal and Kimi K3 is better.
But I mostly use Deepseek and pay api prices.
If I have too much usage I'll simply find something for the AI to do. Guided router update. Router hardening. Laptop hardening. Penetration test my router now that I somehow got into the cyber program. Local models research. PC build research. Smartphone research. Financial investments research. Business research. Medical research. Laptop firmware reverse engineering. Old video game reverse engineering. Pick a random open source project and let's explore the code base. Analyze all of my ten thousand HN posts and tell me interesting facts.
If I can't think of anything I default to picking a random git repository and launching a massive parallel code review session. That's guaranteed to kill any remaining usage in exchange for useful output. Then I can go enjoy my weekend guilt free. Unless they reset the usage.