Latest posts tagged with #MLflow on Bluesky
Hot take: most LLM agent projects fail at deployment, not at prompting. The model is fine. The ops story is a disaster. New post on using MLflow's ResponsesAgent to actually fix that:
#ai #databricks #mlflow pattersonconsultingtn.com/blog/buildin...
🔴 CVE-2025-15379 | CRITICAL! A command injection flaw in MLflow just hit CVSS 10.0. This is an IMMEDIATE threat to ML environments. Check our blog ASAP for...
#CVE #BreachAndBuild #MLflow #CommandInjection #CriticalVulnerability
breachandbuild.com/cve-2025-15379-cve-2025-...
MLflowにコマンドインジェクションの脆弱性が発見されました。放置すると任意のコード実行を許す危険があります。
・MLflowのパイプラインは要注意
・環境構築だけで安心しない
・最新版への更新が必須
OSS依存の盲点を突く好例。
#MLflow #セキュリティ
MLflow logo displayed on a blue background with network-style lines, representing the affected machine learning platform involved in CVE-2025-15036.
🚨 CVE-2025-15036 (CRITICAL 9.6)
MLflow archive extraction flaw allows attackers to overwrite arbitrary files via path traversal (“../”) in tar.gz files, potentially leading to privilege escalation and sandbox escape.
🔎 basefortify.eu/cve_reports/...
#CVE #CyberSecurity #MLflow #PathTraversal
The latest version of mlflow ( @mlflow.org ) with "genai" extras depends on litellm.
It will be removed from the next version, maybe.
#python #llm #mlflow
Build a Complete LLMOps Pipeline with MLflow and Google Gemini — Part 1 Learn how to build full request tracing, multi-turn session grouping, and human feedback into your GenAI app using MLfl...
#llmops #machine-learning #mlflow #llm #generative-ai
Origin | Interest | Match
Want a private, centralized hub for all your experiments? Self‑hosted MLflow gives data scientists full control over model tracking, metadata and deployment—all open source. Dive in to see how it streamlines your workflow. #MLflow #SelfHosted #ModelTracking
🔗 aidailypost.com/news/self-ho...
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
✍️ New blog post by Ryan Nazareth
AWS Sagemaker Notebook Jobs for Accelerating Data Science Experimentation Workflows with Mlflow and Optuna
#sagemaker #mlflow #optuna #aws
AI Skills 2025: LangChain, RAG & MLOps—The Complete Guide
techlife.blog/posts/ai-ski...
#LangChain #RAG #MLOps #LangGraph #DeepAgents #Kubernetes #VectorDatabases #ChromaDB #Weaviate #Pinecone #MLflow
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 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
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...
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
guide including code on building a LLM evaluation pipeline with MLflow
Stop guessing which LLM to use! 🎯
Wrote a guide on building an evaluation pipeline with MLflow. Docker Compose + Python + Ollama = systematic model comparison.
#MLflow #AI #DevOps
www.lotharschulz.info/2025/12/08/c...
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...
congratulations! to me #python and #vscode don't belong to the same sentence🖤 for whatever reason @openaidevs.bsky.social #chatgpt brings the whole #jupyter, @vscode.dev donmarajane pretends it is @python.org but actually @dot.net , sometimes it leaves the #heap and calls openai #mlflow, #agentos
Operator Watch Blog: Building and Scaling AI the Cloud Native Way at Singtel - www.operatorwatch.com/2025/11/buil...
#3G4G5G #OperatorWatch #FutureNetAsia #Singtel #Kubernetes #CloudNative #AIframeworks #AIplatform #KubeFlow #KubeRay #MLFLow #CICD #AIML
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
In part 1 of our article "Assembling MLOps practice", we discussed the definition of MLOps. This time with part 2 of the article, we move forward by exploring part of the technical stack that could be an option for implementing MLOps.
www.beolle.info/Fre0
#mlops #mlflow #devops
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
📣 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
⏰ 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
With that metadata—and MLflow’s MCP features released recently—the judge can make tool calls to MLflow to search spans and query different aspects of the trace.
Office Hours: Wed, Oct 22: luma.com/officehours1...
#mlflow #agenticjudges #llm #genai
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
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
🚨 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
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
🚀 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
🚨 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
