explore | Grilled Cheese

LAOMUSIC ARTS 2026
presents

I just finished the course “MLOps and Data Pipeline Orchestration for AI Systems” by Janani Ravi!

Check it out:

www.linkedin.com/learning/mlo...

#lao #music #arts #laomusic #laomusicarts #ai #aifordatascientists #mlops #artificialintelligence #datapipelines

Automation yes; blind publishing no.
Workflows combine triggers, tests, state, idempotency and quality gates before a public output.
Which quality gate should we open in the next post?
Details and method → https://labintelligence.dev/go/method/en/
#MLOps #automation #LIwf19

Automazione sì, pubblicazione cieca no.
I workflow combinano trigger, test, stato, idempotenza e gate di qualità prima dell'output pubblico.
Quale gate vorresti vedere aperto nel prossimo post?
Dettagli e metodo → https://labintelligence.dev/go/method/it/
#MLOps #automation #LIwf19

New arXiv review covers trustworthy DataOps and MLOps practices for Intelligent Transportation Systems and Logistics, surveying tools, components, and case studies. Useful reference for practitioners building reliable AI…

#MLOps #DataOps #AI #Transportation
https://arxiv.org/abs/2610.01282

https://lckhd.eu/4QPawG

#vLLM #Kubernetes #GPU #MLOps

Many teams want to host AI models in their own Kubernetes clusters to control spend and access. The usual Kubernetes answer to growing demand is more replicas, bigger nodes, and an autoscaler. With GPUs isn't always the best approach because

Training a billion-parameter model across multiple GPU nodes and one failure tanks the whole run? handles fault-tolerant orchestration so your experiment survives node drops. Full specs in the next post. #MLOps

🚀 𝗙𝗥𝗘𝗘 𝗟𝗶𝘃𝗲 𝗗𝗲𝗺𝗼: 𝗠𝗟𝗢𝗽𝘀 & 𝗔𝗜𝗢𝗽𝘀 𝗧𝗿𝗮𝗶𝗻𝗶𝗻𝗴
📅 Date: 10 October 2026
🕘 Time: 9:00 AM IST
👨‍🏫 Trainer: Mr. Arpan Ghosh

🔗 𝗝𝗼𝗶𝗻 𝗟𝗶𝗻𝗸: bit.ly/4hXoKac
🆔 ID: 447 814 721 973 475
📌 Passcode: xQ3MU3b5

📞 𝗖𝗮𝗹𝗹: +91 7032290546
🌐 𝗩𝗶𝘀𝗶𝘁: www.visualpath.in/mlops-aiops-...

#MLOps #AIOps #DevOps #Visualpath

Built an orchestrator. Every metric was green. Then I read the routing traces carefully and saw it had been routing commercial work through models that explicitly prohibit it. Quietly. Confidently. The whole time. https://praveenlavu.com/dispatch/the-router-didn-t-know-the-rules/ #MLOps #LLMOps

New paper proposes Reward-rate Policy Gradient (RPG) for ML engineering agents, adapting continuous-time RL and SMDPs to optimize reward per unit time rather than cumulative reward alone. This addresses…

#AI #ReinforcementLearning #MachineLearning #MLOps
https://arxiv.org/abs/2609.36393

Ein RAG-Prototyp läuft schnell. Produktionsreif wird er erst mit MLOps. Zwei Tage AI Engineering Bootcamp mit Jan-Torben Evers: RAG, MCP, End-to-End-Pipelines. 15.–16.10.2026 in Berlin.
→ https://software-architecture-summit.de/berlin/genai_und_mlops_meistern-berlin-2026/

#MLOps #AIEngineering

🚀 Scaling Enterprise AI needs reliable MLOps workflows.

Learn practical approaches for automated training, CI/CD, model deployment, monitoring, retraining, security, and governance.

📖 Read the full blog: [ visualpathblogs.com/mlops/how-to... ]

#MLOps #EnterpriseAI #MachineLearning #AI #Visualpath

Mastering CI/CD Pipelines for AI Applications – A Complete Guide for 2026

Discover how to design, implement, and optimize CI/CD pipelines for AI/ML projects. Real‑world examples, tool comparisons, and best pract…

https://ai-blog-seven-wine.vercel.app/en/posts/2026-09-30-am-68n7g

#CI/CD #AI #MLOps