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I have a clue, a big one, and do 100% vibe coding. Stop splitting hairs.

if you had a clue you would not be doing 100% vibe coding :)


And massive VM drive growth

No CLI installer for Windows.

App itself for Windows won't proceed past my selected repo. Said something about bad permissions, but I use that repo every day.


Don't do that. Don't buy into the bullshit.

Nobody said anything about an API with thousands of endpoints. Does that even exist? I've never seen it. Wouldn't work on it if I had seen it. Such is the life of a strawman argument.

Further, isn't a decorator in Python (like @mcp.tool) the easy way to expose what is needed to an API, if even if all we are doing is building a bridge to another API? That becomes a simple abstraction layer, which most people (and LLMs) get.

Writing a CLI for an existing API is a fool's errand.


Cloudflare wrote a blog post about this exact case. The cloud providers and their CLIs are the canonical example, so 100% not a strawman.

> Writing a CLI for an existing API is a fool's errand.

I don't think your opinion is reasonable or well grounded. A CLI app can be anything including a script that calls Curl. With a CLI app you can omit a lot of noise from the context things like authentication, request and response headers, status codes, response body parsing, etc. you call the tool, you get a response, done. You'd feel foolish to waste tokens parsing irrelevant content that a deterministic script can handle very easily.


I deploy to Google just fine with Claude and have ZERO use for Cloudflare's toxic code.

Anything that says goodbye to Cloudflare man-in-the-middlinging is joy to my big ears.

Weber's Electrodynamics.

Only after working through Rudin’s Analysis first.

If you use Ollama:

  ollama pull gemma4:e2b   # smallest                                                                 
  ollama run gemma4:e2b

  # or larger:                                                                                        
  ollama pull gemma4:e4b                                                                              
  ollama pull gemma4:26b                                                                              
  ollama pull gemma4:31b

If you use the 'run' command, it pulls automatically for you

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