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Alex Strick van Linschoten

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Trying to instrument an agentic app with Arize Phoenix and litellm It’s important to instrument your AI applications! I hope this can more or less be taken as given...
3rd Jun 2025
1

Trying to instrument an agentic app with Arize Phoenix and litellm

from Alex Strick van Linschoten [alt+shift+b] in AI

3rd Jun 2025
It’s important to instrument your AI applications! I hope this can more or less be taken as given just as you’d expect a non-AI-infused app to capture logs. When you’re evaluating your LLM-powered system, you need to have capture the inputs and outputs both at an end-to-end level...
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How to think about evals Today was the first session of Hamel + Shreya’s course, “AI Evals for Engineers and PMs”. The first...
19th May 2025
1

How to think about evals

from Alex Strick van Linschoten [alt+shift+b] in AI

19th May 2025
Today was the first session of Hamel + Shreya’s course, “AI Evals for Engineers and PMs”. The first session was all about mental models for thinking about the topic as a whole, mixed in with some teasers of practical examples and advice. I’ll try to keep up with blogging about...
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First impressions of the new Gemini Deep Research (with 2.5 Pro) Google released an updated iteration of their Deep Research tool that uses the new 2.5 Pro model....
8th Apr 2025
1

First impressions of the new Gemini Deep Research (with 2.5 Pro)

from Alex Strick van Linschoten [alt+shift+b] in AI

8th Apr 2025
Google released an updated iteration of their Deep Research tool that uses the new 2.5 Pro model. This was taken from a post originally made on Twitter, so please excuse the terseness. First impressions: a bit too eager to jump into a deep research task even when I just ask a...
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Learnings from a week of building with local LLMs I took the past week off to work on a little side project. More on that at some point, but at its...
15th Mar 2025
1

Learnings from a week of building with local LLMs

from Alex Strick van Linschoten [alt+shift+b] in AI

15th Mar 2025
I took the past week off to work on a little side project. More on that at some point, but at its heart it’s an extension of what I worked on with my translation package tinbox. (The new project uses translated sources to bootstrap a knowledge database.) Building in an...
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Dataset Engineering: The Art and Science of Data Preparation Finally back on track and reading the next chapter of Chip Huyen’s book, ‘AI Engineering’. Here are...
4th Feb 2025
1

Dataset Engineering: The Art and Science of Data Preparation

from Alex Strick van Linschoten [alt+shift+b] in AI

4th Feb 2025
Finally back on track and reading the next chapter of Chip Huyen’s book, ‘AI Engineering’. Here are my notes on the chapter. Overview and Core Philosophy “Data will be mostly just toil, tears and sweat.” This is how we start the chapter :) This candid assessment frames dataset...
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Assembling the Prompt: Notes on ‘Prompt Engineering for LLMs’ ch 6 Chapter 6 of “Prompt Engineering for LLMs” is devoted to how to structure the prompt and compose its...
12th Jan 2025
1

Assembling the Prompt: Notes on ‘Prompt Engineering for LLMs’ ch 6

from Alex Strick van Linschoten [alt+shift+b] in AI

12th Jan 2025
Chapter 6 of “Prompt Engineering for LLMs” is devoted to how to structure the prompt and compose its various elements. We first learn about the different kinds of ‘documents’ that we can mimic with our prompts, then think about how to pick which pieces of context to include, and...
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