April Recap in MLflow 🚀

MLflow Ambassador Awadelrahman Ahmed highlights MLflow v2.22.0, including #OpenAI Responses API, async tracing, #Gemini in AI Gateway, and ADLS support.

Plus, MLflow hit a major milestone-20,000 GitHub stars! 🌟

🎥 Check out the full recap: www.youtube.com/watch?v=YWwE...

In This Month in MLflow, I walk through what’s new in MLflow 2.22.0:
• OpenAI Responses API support
• Async tracing (Databricks)
• Gemini embeddings
• ADLS for artifact storage
#MLflow #databricks

www.linkedin.com/posts/awadel...

I just published Designing with Time in Mind in Databricks : A Practical Reflection

medium.com/p/designing-...
#databricks #dataarchitecture #dataplatform #mlops #mlflow

In our day-to-day work as data solution architects, we often focus on integration, modeling, and performance.
But time quietly shapes many of the decisions we make.

I wrote an a practical reflection on how time shows up across modern data architectures:
www.linkedin.com/pulse/note-7...

I used to love hashtag #writing, it was how I learned to "articulate" my thoughts.!
(I got that from Jordan Peterson)
I was proud of every word ... until late 2022!!
Now with AI , readers assume it’s not you!

Using #AI for writing kills the joy!!
Considering turning to videos

🚀 Excited to see the launch of Core4AI from Rahul Pandey, MLflow Ambassador! Core4AI is a powerful new tool that integrates with #MLflow to streamline prompt engineering.

👉 GitHub Repo: github.com/iRahulPandey...
👉 PyPI: pypi.org/project/core...

#opensource #llm #promptengineering

In this quick clip, #MLflow Ambassador @awadelrahman.bsky.social breaks down the MLflow Prompt Registry — a powerful way to track, version, and reuse prompts across GenAI workflows — and highlights key features. ✅

🎥 Watch here: www.linkedin.com/posts/awadel...

#opensource #oss #genai

🚀 @mlflow.org added a Prompt Registry! and it’s one of those features I actually use.

I used to manage prompts with .txt files and naming tricks.
It worked for side projects, but not for versioning, comparing, or sharing.

#MLflow #MLOps #GenAI #PromptEngineering

#MLflow MARCH RECAP‼️

In this episode, walk you through everything that landed in the MLflow project last month — including 4⃣ official releases, new #GenAI-focused features, & backend improvements that unlock more observability & flexibility for developers.

🔗 www.youtube.com/watch?v=196p...

#oss

🎥 First episode of This Month in #MLflow is out!
Quick rundown of March updates, features & fixes.
Learning as I go ; sharing the ride 😅
www.linkedin.com/posts/awadel...

Serialization limits GenAI and complex ML models. MLflow’s 𝗠𝗼𝗱𝗲𝗹𝘀 𝗳𝗿𝗼𝗺 𝗖𝗼𝗱𝗲 skips binary blobs — logging models as Python scripts for portability, simpler debugging, and broader support for advanced patterns. ✅

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

#mlflow #opensource #oss #mlops