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MLflow
@mlflow.org
93 followers 6 following 210 posts
The open source developer platform to build AI applications and models with confidence.
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mlflow.org
𝗔𝗜 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝗳𝗼𝗿 𝗘𝘃𝗲𝗿𝘆 𝗧𝘆𝗽𝗲𝗦𝗰𝗿𝗶𝗽𝘁 𝗟𝗟𝗠 𝗦𝘁𝗮𝗰𝗸 🚀

MLflow 3.6 brings automatic tracing to JS/TS! Get traces from Vercel AI SDK, LangChain, Mastra, Anthropic, & Gemini in the same UI as your Python services.

🔗 Read more: mlflow.org/blog/typescr...

#mlflow #opensource #oss #typescript #llm #ai
January 6, 2026 at 7:38 PM
mlflow.org
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...
Celebration of Innovation: A Retrospective on the MLflow Community's Last Six Months of 2025
Authors: 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.
www.linkedin.com
January 5, 2026 at 10:03 PM
mlflow.org
We’re excited to announce the release of 𝗠𝗟𝗳𝗹𝗼𝘄 𝟯.𝟴! 🚀

What’s New?
⚙️ 𝗣𝗿𝗼𝗺𝗽𝘁 𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝗳𝗶𝗴𝘂𝗿𝗮𝘁𝗶𝗼𝗻
⏳ 𝗜𝗻-𝗣𝗿𝗼𝗴𝗿𝗲𝘀𝘀 𝗧𝗿𝗮𝗰𝗲 𝗗𝗶𝘀𝗽𝗹𝗮𝘆
⚖️ 𝗗𝗲𝗲𝗽𝗘𝘃𝗮𝗹 𝗮𝗻𝗱 𝗥𝗔𝗚𝗔𝗦 𝗝𝘂𝗱𝗴𝗲𝘀 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻
🛡️ 𝗖𝗼𝗻𝘃𝗲𝗿𝘀𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗦𝗮𝗳𝗲𝘁𝘆 𝗦𝗰𝗼𝗿𝗲𝗿
⚡ 𝗖𝗼𝗻𝘃𝗲𝗿𝘀𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗧𝗼𝗼𝗹 𝗖𝗮𝗹𝗹 𝗘𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝘆 𝗦𝗰𝗼𝗿𝗲𝗿

Dive into the release notes: github.com/mlflow/mlflo...
December 22, 2025 at 4:16 PM
mlflow.org
In this video, #MLflow Contributor and Staff Developer Advocate Jules Damji walks through the powerful new features in MLflow 3.7, showcasing how to gain full observability over your GenAI application traces. 🚀

🔗 Watch the full video: youtube.com/watch?v=29W0...

#GenAI #LLMOps #OpenSource
MLflow 3.7 Release: Key Features & Multi-turn Conversation Evaluation Demo
YouTube video by MLflow
youtube.com
December 16, 2025 at 8:38 PM
mlflow.org
MLflow Ambassador Joana Ferreira just dropped the next chapter in her GenAI series! 🚀

📖 "𝗘𝘃𝗮𝗹𝘂𝗮𝘁𝗶𝗻𝗴 𝗚𝗲𝗻𝗔𝗜 𝘄𝗶𝘁𝗵 𝗠𝗟𝗳𝗹𝗼𝘄: 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴 𝗶𝗻 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻"

Learn to use MLflow’s unified evaluation framework for continuous production monitoring.

Dive in: medium.com/@joana.c.mes...

#MLflow #GenAI #OpenSource
December 15, 2025 at 5:13 PM
mlflow.org
Stop the AI Agent "vibe checks" & manual labeling! 🛑🛠️

Samraj Moorjani (Databricks) shows how #MLflow accelerates high-quality, production-ready agent development. Learn the techniques leading companies use to skip the iteration loop. 🚀

🎥 Watch the full session: www.youtube.com/watch?v=qOFK...
December 9, 2025 at 4:06 PM
mlflow.org
MLflow 3.7.0 is here and it brings major features and improvements for GenAI Observability, Evaluation, and Prompt Management! 🙌🥳

🔗 View the release notes: github.com/mlflow/mlflo...

Thanks to all the contributions from the community! 🙏

🚀 Try it out: pip install mlflow==3.7.0

#opensource #mlflow
December 8, 2025 at 5:18 PM
mlflow.org
Why log GenAI models as code? It's essential for ensuring versioning & reproducibility of API-based models, providing clear traceability for the model's logic & dependencies.

Learn how to log GenAI models as code directly from Python into MLflow Tracking. ⤵️

🎥 𝗪𝗮𝘁𝗰𝗵: www.youtube.com/watch?v=jXzH...
Getting Started with Mlflow: Logging GenAI Models as Code
YouTube video by MLflow
www.youtube.com
December 3, 2025 at 5:30 PM
mlflow.org
Is your GenAI agent production-ready, or just passing "vibe checks"? 🤔

Building is easy. Quality is hard.

Samraj Moorjani (Databricks) breaks down the full MLflow Quality stack:
🔍 Tracing (@opentelemetry.io)
🤖 AI-based Debugging (AI Insights)
⚖️ LLM as a Judge

🎥Dive in: youtube.com/watch?v=J92r...
How to Test GenAI Agents in Production: MLflow Tracing & Evaluation Deep Dive
YouTube video by VectorLab
youtube.com
December 2, 2025 at 3:49 PM
mlflow.org
Only a few days left to apply for the next #MLflow Ambassador cohort! 🚀

Join a global group of leaders advancing open source MLflow and helping teams ship high-quality #GenAI with evaluation, tracing, and prompt management. Submit your application by 𝗗𝗲𝗰 𝟭.

🔗 Apply today: forms.gle/eBEf6fTfKWNm...
November 28, 2025 at 9:24 PM
mlflow.org
Two weeks from today — don’t miss it! 🙌

📣 Join the next 𝗠𝗟𝗳𝗹𝗼𝘄 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆 𝗠𝗲𝗲𝘁𝘂𝗽 on November 12 to explore the latest in AI observability and agent tracing.

Featuring two exciting talks:
🔹 𝗖𝗹𝗮𝘂𝗱𝗲 𝗖𝗼𝗱𝗲 & 𝗔𝗴𝗲𝗻𝘁 𝗦𝗗𝗞 𝗧𝗿𝗮𝗰𝗶𝗻𝗴
🔹 𝗢𝗽𝗲𝗻𝗧𝗲𝗹𝗲𝗺𝗲𝘁𝗿𝘆 (𝗢𝗧𝗘𝗟) 𝗦𝘂𝗽𝗽𝗼𝗿𝘁

🔗 RSVP: luma.com/mlflowmeetup...

#mlflow #oss
MLflow Community Meetup | November 2025 · Luma
November MLflow Community Meetup We'll dive into: 🔹 Claude Code & Claude Agent SDK Tracing Building agentic applications is complex, but it doesn't have to…
luma.com
October 29, 2025 at 3:46 PM
mlflow.org
Building agentic applications is complex, but it doesn’t have to be slow.

In this blog, Samraj Moorjani shows how to go from idea to measurable results in hours using the Claude Agent SDK with MLflow for observability and evaluation.

🔗 Dive in: mlflow.org/blog/mlflow-...

#MLflow #agentic
Rapidly Prototype and Evaluate Agents with Claude Agent SDK and MLflow | MLflow
How to quickly prototype an agent using the Claude Agent SDK then instrument and evaluate it with MLflow
mlflow.org
October 23, 2025 at 11:04 PM
mlflow.org
📣 Join the next 𝗠𝗟𝗳𝗹𝗼𝘄 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆 𝗠𝗲𝗲𝘁𝘂𝗽 on November 12 to explore the latest in AI observability and agent tracing — featuring two exciting talks:

🔹 𝗖𝗹𝗮𝘂𝗱𝗲 𝗖𝗼𝗱𝗲 & 𝗔𝗴𝗲𝗻𝘁 𝗦𝗗𝗞 𝗧𝗿𝗮𝗰𝗶𝗻𝗴
🔹 𝗢𝗽𝗲𝗻𝗧𝗲𝗹𝗲𝗺𝗲𝘁𝗿𝘆 (𝗢𝗧𝗘𝗟) 𝗦𝘂𝗽𝗽𝗼𝗿𝘁

🔗 RSVP: luma.com/mlflowmeetup...

#MLflow #opensource #oss #genai
MLflow Community Meetup | November 2025 · Luma
November MLflow Community Meetup We'll dive into: 🔹 Claude Code & Claude Agent SDK Tracing Building agentic applications is complex, but it doesn't have to…
luma.com
October 22, 2025 at 6:37 PM
mlflow.org
⏰ Don’t forget — MLflow Office Hours are this Wednesday, October 22 at 8AM PT on Zoom!

Come for:
🔹 Real-time MLflow troubleshooting and guidance
🔹 Best practices for managing LLM & GenAI experiments
🔹 A look ahead at new MLflow features

🔗 RSVP: luma.com/officehours1...

#opensource #oss #MLflow
MLflow Office Hours | October 22 · Zoom · Luma
luma.com
October 20, 2025 at 3:13 PM
mlflow.org
Missed last week’s #MLflow Community Meetup? Check out Ben Wilson on agentic judges: “The judge no longer works as an LLM as a judge—it actually works as an agent as a judge.”

🎥 Full video: www.youtube.com/live/bkMabn8...

#opensource #oss #agenticjudges
October 15, 2025 at 2:14 PM
mlflow.org
Use AI to debug AI! 👏 With MLflow 3.4’s MCP server, Claude can query MLflow traces to compare runs and identify issues. @danliden.com’s post covers setup and examples in minutes.

Learn more: www.danliden.com/posts/202510...

#opensource #mlflow #oss #MCP #claude
Using MLflow's MCP Server for Conversational Trace Analysis
A hands-on exploration of MLflow's new Model Context Protocol server that enables AI assistants to interact with MLflow traces, with setup tips for virtual environments and examples in both Claude ...
www.danliden.com
October 13, 2025 at 4:15 PM
mlflow.org
⚡ In this lightning talk at MLOps World, Danny Chiao tackled a top agent challenge: ensuring high quality output.

Rather than labeling and analyzing traces by hand, MLflow makes it easy to log, evaluate, and iterate faster—using techniques leading companies rely on to deploy agents in production. ✅
October 9, 2025 at 7:31 PM
mlflow.org
🚨 Reminder: MLflow Community Meetup is tomorrow, Oct 8 at 4:00 PM PT!

We'll explore trace‑aware, feedback‑aligned judges and versioned eval datasets in MLflow. You don't wait to miss it!

🎥 LIVE on LinkedIn, YouTube & X
🔗 RSVP: luma.com/mlflow-1001

#opensource #oss #mlflow
October 7, 2025 at 4:42 PM
mlflow.org
Building better LLM evals? Ben Wilson highlights how frameworks like #DSPy boost judge prompts—and reliability—as models evolve.

Tips for judge reproducibility/reliability: use reproducible pipelines, re-tune logic as endpoints change, & standardize. ✅

🎥 Watch more: www.youtube.com/live/HTxpmnO...
October 6, 2025 at 5:59 PM
mlflow.org
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
[Live AMA] From production tricks, labeling tips, to integrating MLflow for agent quality—ask anything MLflow! · Luma
Join 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…
luma.com
October 3, 2025 at 6:06 PM
mlflow.org
🚀 Headed to MLOps World | GenAI Summit 2025 next week? Don’t miss an exciting lightning talk from Danny Chiao, Engineering Lead at Databricks!

🎤 𝗧𝗲𝗰𝗵𝗻𝗶𝗾𝘂𝗲𝘀 𝘁𝗼 𝗯𝘂𝗶𝗹𝗱 𝗵𝗶𝗴𝗵 𝗾𝘂𝗮𝗹𝗶𝘁𝘆 𝗮𝗴𝗲𝗻𝘁𝘀 𝗳𝗮𝘀𝘁𝗲𝗿 𝘄𝗶𝘁𝗵 𝗠𝗟𝗳𝗹𝗼𝘄

🗓️ October 9
📍 Austin, TX
🔗 Learn more: mlopsworld.com#agenda

#MLflow #GenAI #MLOps #LLM
October 1, 2025 at 9:17 PM
mlflow.org
🚨 RESCHEDULED: Wednesday, October 8

The next MLflow Community Meetup happens NEXT Wednesday, Oct 8 at 4PM PT—and you won’t want to miss it.

RSVP here: luma.com/mlflow-1001

#opensource #oss #mlflow
October 1, 2025 at 8:23 PM
mlflow.org
Our next MLflow Community Meetup is happening TODAY—Wednesday, October 1 at 4PM PT! 🙌

Don’t miss this chance to connect and learn:
🔹 Smarter Evaluations with Trace-Aware, Feedback-Aligned Judges
🔹 Keeping Eval Datasets Relevant as Your App Evolves

✅ RSVP: luma.com/mlflow-1001

#oss #mlflow #genai
MLflow Community Meetup · Luma
Join 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…
luma.com
October 1, 2025 at 5:52 PM
mlflow.org
🚀 The fifth “Invoice Extraction with OpenAI + MLflow” session is now available! #MLflow Ambassador Shrinath Suresh dives into designing a custom scorer to evaluate invoice extraction models beyond just labels or LLM-as-a-judge.

🎥 youtu.be/SmuhOmOYXSg?...
📖 medium.com/@shrinath.su...

#opensource
September 30, 2025 at 8:05 PM
mlflow.org
🚨 Just 2 days away!

The next #MLflow Community Meetup happens this Wednesday, Oct 1 at 4PM PT—and you won’t want to miss it.

We will cover:
🔹 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗦𝗺𝗮𝗿𝘁𝗲𝗿 𝗘𝘃𝗮𝗹𝘀 𝘄𝗶𝘁𝗵 𝗧𝗿𝗮𝗰𝗲-𝗔𝘄𝗮𝗿𝗲, 𝗙𝗲𝗲𝗱𝗯𝗮𝗰𝗸-𝗔𝗹𝗶𝗴𝗻𝗲𝗱 𝗝𝘂𝗱𝗴𝗲𝘀
🔹 𝗞𝗲𝗲𝗽𝗶𝗻𝗴 𝗘𝘃𝗮𝗹 𝗗𝗮𝘁𝗮𝘀𝗲𝘁𝘀 𝗥𝗲𝗹𝗲𝘃𝗮𝗻𝘁 𝗮𝘀 𝗬𝗼𝘂𝗿 𝗔𝗽𝗽 𝗖𝗵𝗮𝗻𝗴𝗲𝘀

RSVP 👉 luma.com/mlflow-1001

#oss
MLflow Community Meetup · Luma
Join 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…
luma.com
September 29, 2025 at 2:11 PM