Stefan Krawczyk
@stefkrawczykCo-creator @hamilton_os @burr_framework; CEO @DAGWorks; DS/ML+Eng. Former: Stitch Fix Platform, Idibon, Nextdoor, Linkedin, Stanford MSCS Grad; Grown in WgtnNZ.
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Super excited that this talked dropped so quickly for everyone else to see it. If you're struggling with #MLOps or #LLMOps I'm happy to chat and see if we can help.
Want higher return on investment #ROI for #MLOps or #LLMOps initiatives? Check out @stefkrawczyk's talk from @MLOpsWorld on some lessons learned building in the space that just dropped. youtube.com/watch?v=GH51aI… 1/3
Here's my update for the past week: @hamilton_os release highlights: - SDK configurability; @burr_framework release highlights: - parallelism UI modifications, - video walkthrough of parallelism constructs To go with some tweets this week, we have a new blog post on "The…
Super excited for this post by @thierryjean that provides a well laid out golden path for folks iterating in the #GenAI space. This follows up from my tweet yesterday about framework coupling. If the framework allows loose coupling, then graduating out of it isn't a thing you'll…
A @burr_framework user shared this video youtube.com/watch?v=evmZTh… with me on the "problem with frameworks". Worth a watch. I 💯% agree with the take home. The "coupling problem" is the reason why people graduate out of frameworks like @LangChainAI & @llama_index You become…
A @burr_framework user shared this video youtube.com/watch?v=evmZTh… with me on the "problem with frameworks". Worth a watch. I 💯% agree with the take home. The "coupling problem" is the reason why people graduate out of frameworks like @LangChainAI & @llama_index You become…
💫 Humbled to have nearly 250 registrants for my free LLM Software Dev Lifecycle 30 min primer with @stefkrawczyk on @MavenHQ (and great to feel there's interest in what I currently want to teach!) 🤖 You can still register below and this is the lifecycle we'll be going…
🤖 In LLM development, what starts flashy often ends in purgatory 💀 Join me for a free 30min primer tomorrow on what happens after the demo: 🔄 Software development lifecycle (SDLC) for LLM systems 📊 Monitoring non-deterministic outputs & testing 🎯 Moving beyond…
Tired of flashy LLM demos that fall apart in production? 😩 Frustrated by non-deterministic AI that’s impossible to debug? 🤯 Join our free Lightning Class next week to learn how to: 🚨 Escape "demo hell" and build scalable, reliable apps 🛠️ Log, monitor, and evaluate AI…
🤖 Escaping Proof-of-Concept Purgatory in LLM Development: Join our free lightning class next week 👇 Generative AI applications often start with flashy demos—exciting, attention-grabbing, and full of promise. In many ways, this is perfectly suited to our Instagram-fueled…
📣: I’m hosting a #free event with @hugobowne on @MavenHQ about "Building #GenAI from First Principles". This 30-min session is for #SoftwareEngineers and #DataScientists #MachineLearningEngineers who want to know: #1 The first principles to know for building with GenAI. #2…
Super excited to be doing a @MavenHQ ⚡️ class with @hugobowne next week: "Building with #GenAI from First Principles". If you're struggling to get out of POC purgatory, or want to better understand how to develop #GenAI software, then what we're going to be talking about is for…
I’m paying attention to @clairevo In one of the most popular talks at the Lenny Summit, she went into excruciating detail on why product management as we know it is dying. So is every other profession. Her message applies to nearly all areas - you can become a 10x engineer,…
If you're at @MLOpsWorld & #GenerativeAI #summit. Stop by my table for some @burr_framework, @hamilton_os and @DagWorks stickers. Or catch Part II of my workshop with @hugobowne later today.
Check out the latest article in my newsletter: @hamilton_os: two user contributed features: - new @ with_columns decorator for @pandas_dev - async module overrides @burr_framework sighted at @MLOpsWorld and #GenAIWorld @MavenHQ course details Week of November 4th…
Happy election day! Hopefully this won't become the meme of today...
Don’t miss episode 22 of Generationship! Elijah Ben Izzy (@elijahbenizzy), CTO of @DagWorks, shares his journey in AI and the exciting projects he’s leading to revolutionize data pipelines. Tune in now! hubs.ly/Q02T9Pq20
Yep that's why with @burr_framework @hamilton_os and the UIs they come with we focus on a tight dev loop and being able to measure the micro, and then being able to incorporate the macro.
The best agents will be the made by the systems that have the best evaluation. The hype was strong with Graphs a few months back, before that self-reflect and other methods. It doesn’t matter which system, what matters is how you evaluate the perfs!!
Check out the latest article in my newsletter. Some highlights: - in-memory cache for @hamilton_os - preview of parallelism with @burr_framework - @MavenHQ @hugobowne course - we'd love your input. - free pass giveaway to my workshop at @MLOpsWorld next week - link in the…
Woo Hamilton Star in the wild (yes I'm an @OpenLineage producer). #dataforai #meetup
Excited to be running a course on @MavenHQ with @hugobowne around building GenAI products using "first principles". But the course material isn't set yet. We'd love your feedback please! If you can spare a few minutes, we'd love your input here - maven.com/forms/b83ce4…
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