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Signal & Trace - Dagworks with Stefan Krawczyk
Signal & Trace Episode #15
In this episode, we chat with Stefan, the CEO of DAGworks, a startup helping developers make AI and machine learning projects more reliable and easy to manage. Stefan shares how DAGworks’ tools-Hamilton and BIRR-are helping developers build smarter, more reliable AI applications. These tools let you visualize and organize your code like a flowchart, which makes it easier to track and improve. Whether you're using AI for data or building complex "agents" that can learn and make decisions, DAGworks has tools to help you get there faster.
In This Episode, We Cover:
-How big language models (LLMs) like ChatGPT are changing the way engineers work
-What DAGworks does and why it’s useful for developers working on AI
-Why observability and reliability matter for AI projects
-How DAGworks helps developers manage the complexity of AI
Whether you’re an engineer, developer, or just interested in AI, this episode has something for everyone. Hit the subscribe button, give it a thumbs up, and drop a comment to let us know what you think!
Social Links:
Jay's
x.com/theJayKhatir
www.highlight.io/
มุมมอง: 29

วีดีโอ

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มุมมอง 7621 วันที่ผ่านมา
Signal & Trace Episode #14 In this episode of Signal and Trace, we sit down with Jay, CEO of Highlight, Chris A Software Engineer at Highlight and Zeno, a seasoned open-source contributor and co-creator of several successful projects like Dracula and Clipboard.js. Join us as they share their incredible journeys, from early days of open-source coding to landing a spot in Y Combinator (YC). Zeno ...
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Today, we’re excited to announce big improvements to our SDKs, making observability seamless across your stack. From our Ruby SDK’s auto-capturing logs and traces for frameworks like Rails, to JavaScript’s enhanced auto-instrumentation, we’re simplifying your setup with instant insights. Plus, our new .NET SDKs offer complete visibility across full-stack apps. Also, a huge shoutout to our Highl...
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www.highlight.io/
Highlight Launch Week Day 3 - Measure Conversions & Drop-Offs
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In this video, we’ll show you how to use funnels to visualize key product actions, track user conversion rates, and identify where users drop off. By analyzing these insights, you can understand which areas of your product are performing well and which might need improvement. You’ll learn: How to select the right product actions to track How to build a funnel to follow user progress How to iden...
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Highlight Launch Week Day 1 - User Analytics
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Getting started with OpenTelemetry in the Browser!
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Discover how to use OpenTelemetry to monitor your front-end apps like Next.js, Angular, and React! In this video, we'll cover the basics of OpenTelemetry in the browser, explore its key signals (traces, metrics, logs), and show you how to track network requests, user interactions, and web vitals. Plus, we'll dive into a demo on a Rails app using the Highlight SDK to streamline the process. Whet...
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ความคิดเห็น

  • @karthiknarayan07
    @karthiknarayan07 9 วันที่ผ่านมา

    The best explaination for otel

  • @alexanderdanilowicz
    @alexanderdanilowicz 23 วันที่ผ่านมา

    Amazing conversation!!

  • @francois1e4
    @francois1e4 26 วันที่ผ่านมา

    Very cool

  • @wateva9000
    @wateva9000 29 วันที่ผ่านมา

    which mechanism takes care that a trace can be followed from frontend to Backend to frontend? Ive got my otel instance ready just wondering how is thing thing taken care of. BY some user id or?

    • @highlight-io
      @highlight-io 24 วันที่ผ่านมา

      Good question! There is a concept called "context propagation" (opentelemetry.io/docs/languages/js/propagation/) that provides a mechanism for connected signals across distributed systems. For connecting between client and server, we use headers on network requests from the client to connect them to signals from the server, and a <meta> tag to pass the initial trace information from the server to the template it's rendering and returning to the client for the initial request.

  • @olivier12-cad
    @olivier12-cad หลายเดือนก่อน

    would you have the code repo handy? interested to check the Rails config since the gem always throws error for me. thanks. great product btw

    • @highlight-io
      @highlight-io หลายเดือนก่อน

      Yep, here you are: github.com/highlight/highlight/tree/main/e2e/ruby/rails/demo

  • @davidsiewert8649
    @davidsiewert8649 หลายเดือนก่อน

    Does it allow using Bun in the backend? Because it only lists nodejs

    • @highlight-io
      @highlight-io หลายเดือนก่อน

      Yes, highlight should work with Bun!

  • @rockdarko440
    @rockdarko440 หลายเดือนก่อน

    Wow this is great! We are currently implementing otel in our environments where we mostly develop in java for the backend and angular on the frontend and it's been a godsend for the backend stuff. This could be very useful to evaluate user experience and optimize. Would this in theory be ran only in development environments? Could it be a security issue in production as an angular app in ran from the client's system? I will share this with my frontend collegue tomorrow. Great content! Thanks so much my dude!

    • @highlight-io
      @highlight-io หลายเดือนก่อน

      Thanks for the message. It shouldn't be a security issue if you're sending the data over SSL (the standard here) to a known OTEL backend. Highlight does make that easy beacuse you don't need to host a collector yourself, but you could also do your own hosting.

  • @anivjs
    @anivjs 2 หลายเดือนก่อน

    Good one 👍

  • @StingSting844
    @StingSting844 2 หลายเดือนก่อน

    This is good stuff man. Some diagrams would have been amazing. Subscribed!

    • @highlight-io
      @highlight-io 2 หลายเดือนก่อน

      Great feedback, will keep this in mind for our next set of vids :)

  • @sfincione2000
    @sfincione2000 2 หลายเดือนก่อน

    Yeah, this is quite a good, clear and simple overview of Otel. I do courses in this topic too. I like how you did this.

  • @juanitoMint
    @juanitoMint 3 หลายเดือนก่อน

    Evaluating vendors right now none of them supports vanilla otel and they heavily relay on kube state metrics

    • @highlight-io
      @highlight-io 3 หลายเดือนก่อน

      We've noticed that as well and have made it a goal at Highlight to support ingestion of OTEL data from any instrumentation, not just our SDKs. Please reach out if you ever want to learn more!

  • @TrueSamson
    @TrueSamson 3 หลายเดือนก่อน

    Very informative.thank u very much

    • @highlight-io
      @highlight-io 2 หลายเดือนก่อน

      For sure! Glad you liked it :)

  • @AakashAgarwal-q2m
    @AakashAgarwal-q2m 3 หลายเดือนก่อน

    i saw a lot of otel intro videos, this is the the best of them

    • @highlight-io
      @highlight-io 2 หลายเดือนก่อน

      Appreciate that!

  • @unknownentity798
    @unknownentity798 3 หลายเดือนก่อน

    I don’t know why but you look like a next gen game engine demo. Like for Unreal Engine 5 or something.

  • @Amouranthclips460
    @Amouranthclips460 4 หลายเดือนก่อน

    i used to be a fan of this channel but after this guy im disappointed , hes so scary

  • @WaylonWalker
    @WaylonWalker 4 หลายเดือนก่อน

    great overview Chris!

  • @guru.prasath
    @guru.prasath 5 หลายเดือนก่อน

    it was a fantastic and an engaging discussion

  • @bjw8qsrmhgxn4wwk30
    @bjw8qsrmhgxn4wwk30 6 หลายเดือนก่อน

    Self hosting is NOT an enterprise feature. Home hobbyists exist. OIDC/SSO is also NOT a business feature.

  • @marcynarcy
    @marcynarcy 6 หลายเดือนก่อน

    The music is good in the bg, don't listen to haters

  • @VirendraBG
    @VirendraBG 6 หลายเดือนก่อน

    Background music is unnecessary, and annoying. Gave up on watching this video.

    • @aytviewer2421
      @aytviewer2421 6 หลายเดือนก่อน

      Agree to the Nth degree!

  • @tobimarucrypto2862
    @tobimarucrypto2862 6 หลายเดือนก่อน

    Boi are you copying the design of Hostinger ?

  • @wesleycoder
    @wesleycoder 7 หลายเดือนก่อน

    The Redis Key Values joke killed me lol

  • @stanblankenship1827
    @stanblankenship1827 7 หลายเดือนก่อน

    😞 Promo*SM

  • @Alphfirm
    @Alphfirm 9 หลายเดือนก่อน

    Thanks! :)

  • @connor-shorten
    @connor-shorten 9 หลายเดือนก่อน

    Awesome! Super informative podcast, thanks so much!

    • @highlight-io
      @highlight-io 9 หลายเดือนก่อน

      Thanks for watching! This is the second one we've produced with this method. We're trying to keep the pipeline full so we can get close to weekly releases.

  • @martyrascon2934
    @martyrascon2934 9 หลายเดือนก่อน

    this guy crushes lara bars

  • @alexanderdanilowicz
    @alexanderdanilowicz 9 หลายเดือนก่อน

    Thanks for having me! What a fun chat during such an exciting time in tech.

  • @avivshvitzky2459
    @avivshvitzky2459 11 หลายเดือนก่อน

    Do I still have to do all of this if I use the vercel integration?

  • @Fizzify
    @Fizzify ปีที่แล้ว

    Ooh this is interesting! Thank you for this!

  • @RedStone576
    @RedStone576 ปีที่แล้ว

    thank you andrew tate

  • @nellfs
    @nellfs ปีที่แล้ว

  • @ekponoambrose1909
    @ekponoambrose1909 ปีที่แล้ว

    🤣