There's definitely a way to use Claude code that is token conscious. I've tried throwing unsupervised agentic software factory workflows against the wall, and they burned through my tokens like nobody's business but didn't produce much. Supervised, human-in-the-loop process on the other hand is much more productive but doesn't consume nearly as much. Maybe that's why everyone's pushing agentic approaches so much.
Yeah. Claude does good work but reviewing it all properly takes quite a bit of time. It got to the point I started having trouble maxing out my weekly allocation. Dealt with that by going all out and making an agentic parallel code review skill. Basically an infinite TODO list generator. Now I'm definitely getting 100% of the usage I paid for. It really burns tokens like nobody's business, and catches a lot of issues…
Microsoft starts canceling Claude Code licenses
231–240 of 489 posts
Re: Microsoft starts canceling Claude Code licenses
#232Earlier quoted context omitted.
There's no fucking training to mitigate a slot machine.
that analogy is so boring now with so many real world examples of actual LLM work. people still can't get over the unreasonable effectiveness of algorithms.
Re: Microsoft starts canceling Claude Code licenses
#233Earlier quoted context omitted.
There’s a new plan? Ugh. I signed up about five months ago.
Yes, unfortunately. eg. discussions below - I think I have seen multipliers of 9x cost to existing use cases: Changes to GitHub Copilot individual plans https://news.ycombinator.com/item?id=47838508 GitHub Copilot is moving to usage-based billing https://news.ycombinator.com/item?id=47923357 Multipliers for annual subscribers: https://docs.github.com/en/copilot/reference/copilot-billing...
When I am away from home I’ll run autossh on my dinosaur road laptop (which probably has 8MB video RAM lol) to connect to the home PC’s LLMs. Gemini assured me that this should run well over my intermittent cellular connection.
You just saved me some headache and money :-D
Re: Microsoft starts canceling Claude Code licenses
#234Earlier quoted context omitted.
4.7 is better if your spec is clearer. 4.6 is better if you give it more freedom doing it's tasks. 4.6 felt it'll steer off often if you give detailed specs than 4.7 though, so perhaps that's it
Agreed. 4.7 is a smarter but weirder model. It will get confused in unexpected ways, but when it's not confused it will perform better than 4.6. It's not a bad idea to skip it and wait until the next model release, but I personally will stick with 4.7.
Re: Microsoft starts canceling Claude Code licenses
#235Earlier quoted context omitted.
For months, Employees had the option to choose claude code or copilot. Now they dont. Underlying model choice still has no restrictions. Opus 4.6 is by far the most popular. there's still big $$$ bills going anthropic's way.
Curious if anyone around here stayed on 4.6 (having a choice to use 4.7)
I've spent the last couple of days building Swift bindings to a monster CPP lib and I've actually had fun.
Re: Microsoft starts canceling Claude Code licenses
#236Earlier quoted context omitted.
Yeah. Claude does good work but reviewing it all properly takes quite a bit of time. It got to the point I started having trouble maxing out my weekly allocation. Dealt with that by going all out and making an agentic parallel code review skill. Basically an infinite TODO list generator. Now I'm definitely getting 100% of the usage I paid for. It really burns tokens like nobody's business, and catches a lot of issues…
I’m interested in how this works in practise - I guess you’ve written a skill to do code review, then your Claude.md file tells it to use it after every change as a bg task? So does this work as a background task while Claude is working on the next ‘feature’?
https://github.com/matheusmoreira/.files/tree/master/~/.clau...
There are many "critics", one for each quality I want reviewed. Correctness, consistency, maintainability, security, testing... Everything I could think of, and I keep adding more.
https://github.com/matheusmoreira/.files/tree/master/~/.clau...
The scrutinize skill is the entry point. The Opus I'm talking to becomes an agent coordinator. He explores and autodiscovers the project's structure, subdivides it into logical sections.
Then he runs a truly absurd critic x section matrix against the entire project. Literally hundreds of these agents running in parallel, each focusing on one area. Ten minutes of this is enough to exhaust my Max 5x five hour window and put a serious dent in the weekly usage numbers.
It literally takes days to run a full agent sweep. I designed it around the rate limiting. The agents do file system style journaling in order to resume cleanly. They commit all of their findings as they go into an orphan branch in the repository. Further review runs can build on it and avoid searching for known issues.
The way it works in practice is I just run /scrutinize sweep and then go work on something else, or just go do my actual job, live my life, play video games, write an article for my blog or something. Come back five hours later to either resume the process or check the literally hundreds of issues that have been found by all the agents. Then Claude and myself will go in and evaluate and fix all of those issues one by one. Then review again. Then evaluate/fix again. I'm just gonna keep looping this over and over until zero issues are found. For all of my projects.
Going from solo hobbyist programmer to this was pretty insane. I can only imagine what these corporations with infinite money must be doing.
Re: Microsoft starts canceling Claude Code licenses
#237From reading the article. They offered their developers both Claude code and Copilot. What they wanted was for them to use both and feedback which was better. The developers voted with their feet and didn’t use Copilot. What Microsoft were hoping was that the opposite would happen...
I wish I could understand the appeal of using Claude Code inside VScode rather than Copilot. I feel like I'm missing something obvious.
MS thinks CoPilot is the Clark Griswold of LLMs when it's really Cousin Eddie...
Re: Microsoft starts canceling Claude Code licenses
#238Earlier quoted context omitted.
the obvious answer is because it's easier , faster, and more efficient to flip a true to false right in front of you than it is to prompt an llm. if your response is "my prompts don't produce code that needs values flipped, ever." then I would wager you're only touching very simple things with an LLM. for me I don't care about the token cost and prompt writing so much as the fact that it's just faster to change 0 to…
The thing that drove me away from manual edits was that I found myself confusing the LLM all the time. It would read or write, some code, I'd twiddle with things, and then the LLM's future references to the same code would be a mess. On balance, and via dictation, it feels likely to be faster overall to just enact the changes I want 'inline' of the conversation thread. Is this stuff any better now? I think current ha…
Having said that, I fear what June 1st brings for copilot It might suddenly be very useless for me.
Re: Microsoft starts canceling Claude Code licenses
#239Earlier quoted context omitted.
I wish I could understand the appeal of using Claude Code inside VScode rather than Copilot. I feel like I'm missing something obvious.
I'm a little the opposite, what's the point of using an IDE with AI? I genuinely don't get it? These days I just use Claude Code Desktop or Claude Code in powershell. Standalone, not inside and IDE. Honestly, I'm using Desktop more and more as it gets more features. The IDE is for me. No AI in it at all. If I want to get Claude to do something specific to a file I just @ the file.
Re: Microsoft starts canceling Claude Code licenses
#240So, snippet from the article says the following: > I understand that Microsoft is planning to remove most of its Claude Code licenses and push many of its developers to use Copilot CLI instead. While Claude Code has been a popular addition, it has also undermined Microsoft’s new GitHub Copilot CLI coding tool — a command line version of GitHub Copilot that runs outside of development apps like Visual Studio Code. And…
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