Daniel Liden

Daniel Liden

@danliden.com

Developer Advocate @Databricks

205 followers530 following94 posts

Daniel Liden reposted

Replying to @formergregsamsa.bsky.social

beef is negative food. you turn 1000 calories of feed into 100 calories of beef and a whole lot of methane and cow shit. ai does produce more food than the beef industry (zero)

I got a 1ZPresso ZP6 coffee grinder and brewed my first cup with it today. I've been making pour-over coffee for 10+ years and was always a *little* skeptical that the grinder matters *that* much. The first cup I put through it—a light roast Kenya—was one of the best I've ever brewed.

I'll have to compare it with my old grinder (a Knock Feld 2 I got in...2018 I think?) to make sure I didn't just get really lucky with some extraordinary beans (Equator Mount Kirinyaga Kenya washed light roast). Huge reduction in fines at the very least.

"I'll get back to you on that last question when I'm back at my work computer, the documents I need are there" <- as if Claude is waiting impatiently, looking at its watch, wondering when I'm going to get around to supplying its requested information.

We—especially the left—lack much capacity for utopian imagination. Not "here's the list of bullet points we're aiming to achieve." But the ability to imagine a plurality of complicated futures where technology ends up being a net good. That outcome seems impossible without healthy imagination.

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Those futures seem impossible if we only see our immediate historical and political context. If nothing in our current system changes except for AI getting more capable, then sure, I see catastrophe. But we can imagine something better! And having imagined it, maybe we can start to move toward it.

China Miéville wrote an introduction to Thomas More's Utopia and argued that Utopias say more about the people imagining them than about the imagined future itself. What does it say about us that we seem so distinctly incapable of utopian imagination to begin with?

We—especially the left—lack much capacity for utopian imagination. Not "here's the list of bullet points we're aiming to achieve." But the ability to imagine a plurality of complicated futures where technology ends up being a net good. That outcome seems impossible without healthy imagination.

I want political candidates, in debates, to have to answer this question: "What might the country look like in 50 years if you and your political progeny are in power during that time?" I want people to imagine what AI might do for the world if it were deployed for the betterment of society.

I thoroughly enjoyed this review. Both as a piece of writing in and of itself and because it articulated a lot of the things I found frustrating about the film.

EMILY WILSON@emilyrcwilson.bsky.social

I wrote about the Nolan Odyssey for the LRB. I'll summarize some of my main points below, in case you don't feel like reading all that. www.lrb.co.uk/the-paper/v4...

It has been a lot of fun working with Omnigent in the weeks since its release. Policies were the component I had the least reason to use in my daily coding use, but I still wanted to understand them. I tested & wrote up a few different ways to use policies here: www.danliden.com/posts/202607...

danliden.comAllow, ask, deny: contextual policies in OmnigentAn introduction to Omnigent policies: contextual ALLOW/ASK/DENY guardrails for AI agents, with built-in, custom Python, and CEL examples.

Daniel Liden reposted

Benchmarking Coding Agents on Databricks’ Multi-Million Line Codebase They ran a comprehensive evaluation on our tasks, code base, infra. It's been produced by more than 3,000 software engineers, spans 3 hyperscalar clouds and many languages and tasks. www.databricks.com/blog/benchma...

Daniel Liden reposted

The goal with my rlhf book is to make the "home on the internet" for the next generation learning post-training. That's why I'm doing all formats (lectures, code, book, discord, model completions... & ofc blog of interconnects). A hub is more lasting than non-fiction writing. Join! rlhfbook.com

Daniel Liden reposted

blockclubchicago.org/2026/06/23/c... 1. Seems like a silly argument against bike lanes in the first place 2. As a biker, I oppose protected bike lanes. Conventional bike lanes make bikers more visible and give space to bike around obstacles. More ways to respond to situations = safer!

blockclubchicago.orgChicago's Bike Lanes Don't Hurt Businesses, City Report FindsAs protected bike lanes face opposition in some neighborhoods, city-backed case studies found lanes in a half-dozen corridors have not contributed to a negative impact on economic activity.

(No data consulted in forming this opinion, to be clear. It's possible the daily commuter biker benefits from the options afforded by traditional bike lanes but the ever-more-common biker looking at their phone wearing over-ear headphones is safer in protected lanes. *shakes fist at cloud*)

Daniel Liden reposted

Given today's LiteLLM supply chain attack, what are people's preferred development environment sandboxes on MacOS these days? I think it's time I started running my development environments somewhere where rogue code can't steal all my ~/... credential files

Daniel Liden reposted

A reminder to the news media: “conflicting accounts” is what you say BEFORE the incontrovertible video evidence appears. After that, your job is to ask why one side is lying, not to repeat the lie and pretend no one knows the truth.

Daniel Liden reposted

The last 6 months of 2025 were a defining era for MLflow! 🚀 ✅ 𝟭𝟰 𝗥𝗲𝗹𝗲𝗮𝘀𝗲𝘀: Focused on LLM Agentic observability, evaluation, & scalability ✅ 𝗡𝗲𝘄 𝗙𝗲𝗮𝘁𝘂𝗿𝗲𝘀: GenAI evaluation, unified tracing & more ✅ 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆 𝗚𝗿𝗼𝘄𝘁𝗵: 23 Ambassadors across 17 countries Dive in ➡️ www.linkedin.com/pulse/celebr...

linkedin.comCelebration of Innovation: A Retrospective on the MLflow Community's Last Six Months of 2025Authors: Carly Akerly, Daniel Liden & Jules Damji MLflow 3.x and the GenAI Revolution The past six months have marked a transformative era for MLflow, with a total of 14 releases.

Playing around with #emacs org-mode tables. I ultimately want an easy system where I can use capture templates to easily log new rows of data to tables in particular buffers/files.

Every so often I rediscover the immense usefulness of registering window configurations in #emacs . <C-x r w> to register the configuration, navigate away, return with <C-x r j>. Much easier than trying to reconstruct a complicated window arrangement after e.g. deleting windows.

Daniel Liden reposted

Daniel Liden reposted

Ready to dive into #MLflow? 🚀 Join our text-based LIVE AMA with Danny Chiao & @danliden.com after Danny's MLOps World | GenAI Summit lightning talk! 🗓️ Oct 9 | 1–3pm CT 📍MLflow Slack | #General channel 🔗 RSVP: luma.com/liveama-slac... #opensource #oss #genai #mlops #llmops

luma.com[Live AMA] From production tricks, labeling tips, to integrating MLflow for agent quality—ask anything MLflow! · LumaJoin us for a text-based Live AMA (Ask Me Anything) with Danny Chiao, following his lightning talk at MLOps World. This is your chance to dive deeper into…

MLflow has added an MCP server in the most recent release, MLflow 3.4.0. You can e.g. use natural language to find and diagnose failing agent traces w Clauded Desktop. This is a huge step toward making MLflow a tool usable by agents. Blog on setting this up coming soon. #mlflow #ai #agents

Seems like this is a common experience at this point—I ran into an issue where Claude Code was struggling, switched to Codex and was able to resolve it quickly. But the UX of codex is much worse in its present form. Still—really incredible to have have both these tools to work with right now!

Daniel Liden reposted

🚀 Join the next MLflow Community Meetup on Oct 1 at 4PM PT! 🔹 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗦𝗺𝗮𝗿𝘁𝗲𝗿 𝗘𝘃𝗮𝗹𝘀 𝘄𝗶𝘁𝗵 𝗧𝗿𝗮𝗰𝗲-𝗔𝘄𝗮𝗿𝗲, 𝗙𝗲𝗲𝗱𝗯𝗮𝗰𝗸-𝗔𝗹𝗶𝗴𝗻𝗲𝗱 𝗝𝘂𝗱𝗴𝗲𝘀 🔹 𝗞𝗲𝗲𝗽𝗶𝗻𝗴 𝗘𝘃𝗮𝗹 𝗗𝗮𝘁𝗮𝘀𝗲𝘁𝘀 𝗥𝗲𝗹𝗲𝘃𝗮𝗻𝘁 𝗮𝘀 𝗬𝗼𝘂𝗿 𝗔𝗽𝗽 𝗖𝗵𝗮𝗻𝗴𝗲𝘀 Bring your questions about dataset management, evaluation workflows! ✅ RSVP 👉 luma.com/mlflow-1001 #opensource #oss

luma.comMLflow Community Meetup · LumaJoin us for the next MLflow Community Meetup on October 1 at 4PM PT! Ben Wilson, MLflow Maintainer, will dive deep into: Building Smarter Evals with…

Daniel Liden reposted

The first-ever Open Lakehouse + AI Meetup in Amsterdam was a huge success! 🙌🇳🇱 The evening brought together the open source and data engineering community to explore the latest advancements in open lakehouse and AI architectures. 🚀

Daniel Liden reposted

📣 MLflow 3.3.0 is now available! This release introduces several major features and improvements: 🔹 𝗠𝗼𝗱𝗲𝗹 𝗥𝗲𝗴𝗶𝘀𝘁𝗿𝘆 𝗪𝗲𝗯𝗵𝗼𝗼𝗸𝘀 🔹 𝗔𝗴𝗻𝗼 𝗧𝗿𝗮𝗰𝗶𝗻𝗴 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 🔹 𝗚𝗲𝗻𝗔𝗜 𝗘𝘃𝗮𝗹𝘂𝗮𝘁𝗶𝗼𝗻 𝗶𝗻 𝗢𝗦𝗦 🔹 𝗥𝗲𝘃𝗮𝗺𝗽𝗲𝗱 𝗧𝗿𝗮𝗰𝗲 𝗧𝗮𝗯𝗹𝗲 𝗩𝗶𝗲𝘄 🔹 𝗙𝗮𝘀𝘁𝗔𝗣𝗜 + 𝗨𝘃𝗶𝗰𝗼𝗿𝗻 𝗦𝗲𝗿𝘃𝗲𝗿 🔗 Check out the release notes: github.com/mlflow/mlflo... #oss

Daniel Liden reposted

📣 MLflow Office Hours — Wednesday, Sept 10 Connect directly with #MLflow maintainers and contributors for live Q&A! Bring your production challenges or your latest #LLM and #GenAI experiments—this session is dedicated to hands-on technical discussion and feedback. Save your spot ➡️ lu.ma/mlflow-910

lu.maMLflow Office Hours | September 10 · Zoom · LumaJoin us for the next MLflow Office Hours on Wednesday, September 10, for an open Q&A session with MLflow maintainers and contributors! 🎊 Whether you're…

Anyone regularly use #emacs ediff? I just used it to work through a (simple) merge conflict and it was quick and easy, but I've never really invested the time to seriously learn it. Worthwhile?

Daniel Liden reposted

Join us for the next MLflow Community Meetup! 🥳 This month, we’re excited to bring you the latest updates and insights from the MLflow ecosystem, featuring: ​🔔 Webhooks in MLflow 🧪 Managed MLflow Features Now in OSS 📅 August 20 @ 4:00 PM PT 📍 Live on X, YouTube, & LinkedIn 🔗 RSVP: lu.ma/mlflow820

Daniel Liden reposted

MLflow 3.2 is here! 🚀 Key updates include: 🔹 𝗧𝘆𝗽𝗲𝗦𝗰𝗿𝗶𝗽𝘁 𝗦𝗗𝗞 𝗳𝗼𝗿 𝗧𝗿𝗮𝗰𝗶𝗻𝗴 🔹 𝗦𝗲𝗺𝗮𝗻𝘁𝗶𝗰 𝗞𝗲𝗿𝗻𝗲𝗹 𝗧𝗿𝗮𝗰𝗶𝗻𝗴 🔹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗲𝗱 𝗙𝗲𝗲𝗱𝗯𝗮𝗰𝗸 𝗟𝗼𝗴𝗴𝗶𝗻𝗴 🔹 𝗘𝘅𝗽𝗲𝗿𝗶𝗺𝗲𝗻𝘁 𝗨𝗜 𝗥𝗲𝗳𝗿𝗲𝘀𝗵 🔹 𝗧𝗿𝗮𝗰𝗲 𝗨𝗜 𝗘𝗻𝗵𝗮𝗻𝗰𝗲𝗺𝗲𝗻𝘁𝘀 🔹 𝗣𝗜𝗜 𝗠𝗮𝘀𝗸𝗶𝗻𝗴 𝗶𝗻 𝗧𝗿𝗮𝗰𝗶𝗻𝗴 🔹 𝗣𝗼𝗹𝗮𝗿𝘀 𝗗𝗮𝘁𝗮𝗙𝗿𝗮𝗺𝗲 𝗟𝗼𝗴𝗴𝗶𝗻𝗴 🔗 Check out the full release notes → github.com/mlflow/mlflo... #oss

Looking forward to this session! MLflow 3 has introduced some fantastic tools for GenAI Evaluation and observability and Yuki is an excellent speaker on this topic.

MLflow@mlflow.org

🚨 Happening TOMORROW, July 17 — Agents in Production 2025 is almost here! Get an inside look at MLflow 3.0’s powerful new features: ✅ One-line observability ✅ Automatic evaluation ✅ Human-in-the-loop feedback Free + virtual! 🎟️ Register here: home.mlops.community/home/events/... #opensource #oss

"I think we need more tools like Magit: things like lazygit, lazydocker, tldr, LSP, etc. all extend users’ understanding of systems whilst not keeping them too far from the source." Great post by Ashton Wiersdorf. I hadn't thought of Magit that way before. lambdaland.org/posts/2025-0...

lambdaland.orgReal ProgrammersThere’s been an explosion of tools for software development. At the same time there’s a growing sense that software quality isn’t what it used to be—or that developers these days don’t understand what...

Well worth reading if you use MLflow and work with image datasets!

MLflow@mlflow.org

Tracking image datasets is essential for reproducibility & model lineage in computer vision workflows, but comes with challenges. This blog demonstrates practical approaches to track image datasets using #MLflow's experiment tracking capabilities & UI. 🚀 🔗 Learn more: mlflow.org/blog/trackin...