Nicolay Gerold

Capture all of your AI product data

Get the full picture of your model's performance. Log inputs and outputs and seamlessly enrich them with metadata and user feedback.

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Analyze model performance

Figure out how your model is really working, and where you can improve. Monitor for errors and discover underperforming cohorts and use cases.

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Impr... See more

Deploying a Generative AI model requires more than a VM with a GPU. It normally includes:

• Container Service : Most often Kubernetes to run LLM Serving solutions like Hugging Face Text Generation Inference or vLLM.


• Compute Resources : GPUs for running models, CPUs for management services


• Networking and DNS : Routing traffic to the appropriate

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Frontend Fuzzy Search

@m31coding/fuzzy-search is a frontend library for searching objects with ids (entities) by their names and features (terms). It is

• Fast: A query takes usually well below 10 ms.


• Accurate: Powered by n-grams with a novel approach of character sorting.


• Multilingual: The language-agnostic design of the algorithm enables operation

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Reward prediction error: if you have an high expectation of something, it raises the dopamine expectation, and if you experience less released dopamine than expected you experience dissatisfaction.

We can't share the exact formula for our search ranking, but here are the few parameters we consider:

• Exact match (rank #1)


• Frequency of matching lexemes using ts_rank


• Similarity score using similarity


• Type of record


• Popularity of the search result


• Similarity between the result’s alias and query


• Inverse of the result’s string length

• By limiting their hiring and instead emphasizing the integration of AI into everyday workflows, Ramp itself has been highly human capital efficient, getting to $300m in annualized revenue with just c.500 FTEs .”


• “Finance work moving from humans to autonomous AI agents portends a shift from seats in payroll in Rippling ($135m revenue in 2022) towards

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The concept of 👞 The FITD Effect , is that small acts of compliance can snowball.

There are other names, like the Spark Effect, but in short: agreeing to one small thing, makes agreeing to a second slightly more likely.

It could be agreeing to a favour, answering a street-seller's introductory question of " Excuse me, do you like dogs? ", or even... See more

Build UIs without the grunt work

Storybook is a frontend workshop for building UI components and pages in isolation. Thousands of teams use it for UI development, testing, and documentation. It's open source and free.