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9 tweets (506 tokens) by @janwilmake and @EastlondonDev, @samgoodwin89

Andrew Jefferson
Andrew Jefferson @EastlondonDev · Mar 21, 2025
@samgoodwin89 you’ll like this

I was having issues with the Google Cloud Secrets manager SDK so I asked Cursor to remove it and replace it with fetch against the rest api and it one shotted a fully working solution to the thing that’s not been working with the sDK for me for like 2 hours
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sam
sam @samgoodwin89 · Mar 21, 2025
Replying to @EastlondonDev
@EastlondonDev 💯 “fetch is all you need”
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Jan Wilmake
Jan Wilmake @janwilmake · Mar 22, 2025
If you have a good source of truth, fetch is all you need.

This is why I made openapisearch.com - a way to get this source of truth more easily.
sam sam @samgoodwin89
@EastlondonDev 💯 “fetch is all you need”
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Jan Wilmake
Jan Wilmake @janwilmake · Mar 22, 2025
I think people aren't getting it yet

- The GitHub OpenAPI is a source of truth to use their entire API but it's 10MB (± 2 million tokens)
- The SLOP summary of that is ±30k tokens!!! oapis.org/slop/github

OpenAPI Search allows easy access to the perfect source of truth for LLM Codegen
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Jan Wilmake Jan Wilmake @janwilmake
If you have a good source of truth, fetch is all you need. This is why I made https://t.co/sheSeD6AUB - a way to get this source of truth more easily.
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Jan Wilmake
Jan Wilmake @janwilmake · Mar 22, 2025
OpenAPI --> Simple Language Open Protocol (a.k.a. SLOP)

- let your LLM understand ANY API
- reduce millions of tokens to thousands (e.g. githubs openapi is 2M tokens, becomes 30k tokens)
- easily find the APIs of platforms you're looking for. Support for Google, AWS, Cloudflare, GitHub and much more!!
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Jan Wilmake Jan Wilmake @janwilmake
I think people aren't getting it yet - The GitHub OpenAPI is a source of truth to use their entire API but it's 10MB (± 2 million tokens) - The SLOP summary of that is ±30k tokens!!! https://t.co/Zh0OxI5YeW OpenAPI Search allows easy access to the perfect source of truth for LLM Codegen
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24 Retweets
182 Likes
29793 Views
Jan Wilmake
Jan Wilmake @janwilmake · Mar 29, 2025
Thanks to @wgw_eth I've made some low-hanging fruit improvements to the landingpage of OpenAPI Search, namely:

- Like promised, You can now fill in an URL of an OpenAPI at ANY Location, to make a SLOP and navigate further.
- The OpenAPI Directory is now on a separate page as you may not need it.

On the website it now seems clear.

The next step will be to make the MCP understand this as well!
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Jan Wilmake Jan Wilmake @janwilmake
OpenAPI --> Simple Language Open Protocol (a.k.a. SLOP) - let your LLM understand ANY API - reduce millions of tokens to thousands (e.g. githubs openapi is 2M tokens, becomes 30k tokens) - easily find the APIs of platforms you're looking for. Support for Google, AWS, Cloudflare, GitHub and much more!!
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7 Likes
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Jan Wilmake
Jan Wilmake @janwilmake · Mar 29, 2025
Replying to @janwilmake
@wgw_eth There are more low hanging fruit as defined at github.com/janwilmake/ope…

Please tell me which feature you need most!
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Jan Wilmake
Jan Wilmake @janwilmake · Mar 29, 2025
Replying to @janwilmake
@wgw_eth FEEDBACK. I NEED ALL THE FEEDBACK. https://t.co/6bdLhfQMf0
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Jan Wilmake
Jan Wilmake @janwilmake · Mar 29, 2025
Replying to @janwilmake
@wgw_eth Try it now at openapisearch.com and let your LLM know any API
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