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Gauge | Founding Engineer | San Francisco, CA | ONSITE | Full-time Gauge helps companies show up in more AI answers. Search traffic is shifting away from Google into AI chat, and c…

Very cool! Yup I definitely see confusion in our responses around the product and brand names. We do another pass through an LLM specifically aimed at ‘canonicalizing’ the names, b…

No specific reason, just started with these three, will add Gemini soon!

It's from previous searches actually, we have an 'enrichment' step after the initial rankings come back which helps with semantic deduplication and tries to give us a canonical web…

We are using sonar-pro

These are structured results from explicitly asking the LLM for a ranking in the given category, and we provide guidance in the prompt telling the LLM to 'use best judgment' when t…

I actually made that change in response to their comment! It used to be a live GIF with no narration.

Yes! Here is an example project that is configured as if it were a uv workspace: https://github.com/gauge-sh/tach/tree/main/python/tests/exam... In that project, `tach check-extern…

This should definitely be supported out-of-the-box, we can take a closer look in Discord or through GH Issues! But generally I would expect: ``` [[modules]] path = "foo" depends_on…

I can understand the frustration, but I think there are legitimate reasons to run this remotely. Tach is an installable Python package, shipping a full web app would have to come i…

Co-author here - We do provide a web platform ( https://www.gauge.sh/platform ) which we have been developing with design partners. The fundamental difference between using Tach al…

Co-author here, I can understand where you're coming from! Part of the philosophy here is that the tools and techniques you're describing can (and should) be used diligently to sol…

Co-author here, fair question! In short, we want to make the visualization UX as smooth as possible, and this is best done with a web app. The URLs use UUIDs, and the contents bein…

I'm a big fan of the modular monolith pattern, but haven't used feature flags for the purpose you're describing. Do you use any specific tools or frameworks for that? I'd also imag…

Pare is an SDK and hosted platform for Python Lambdas. It makes it easy to split functionality out of your main application onto separately scalable compute. A few use cases where …

That's a good question. I don't have an easy way to rerun the comparison since this happened actually a while ago, but I do remember some relevant numbers. In the first iteration o…

Very fair points. For general purpose ASTs from Python your design should be more efficient while essentially keeping the existing interface. When I referenced numpy, I was thinkin…

Thanks for pointing this out, the link is now updated!

This seems like it could be implemented without much trouble for consumers, but I actually think for the common case of full AST traversal you'd still want to avoid building object…

First off, thank you for all your contributions to Python! I completely take your point that there are many places where this approach won't fit. It was a surprise for me to trace …

Totally agree, keeping the interface with the extension as thin as possible makes sense. I hadn't considered object pooling in this context, it might be more involved since each no…