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⚡ AI Lessons

Dev.to · Bharath Nelapatla
🏭 MLOps & LLMOps
⚡ AI Lesson
1w ago
OpenShift Virtualization Migration Advisor — Local-First, Powered by Gemma 4 26B MoE
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built OpenShift...

Dev.to · Ekong Ikpe
🏭 MLOps & LLMOps
⚡ AI Lesson
1w ago
GnokeOps: Host Your Own AI House Party
Do you still build your legacy on rented land? 🙄 Cursor, Replit, and the endless wave of...

Dev.to · Patrick Rary
🏭 MLOps & LLMOps
⚡ AI Lesson
1w ago
7 bugs I caught in my MCP server before publishing (and why I almost shipped a data-corruption disaster)
I caught 7 bugs in elementor-mcp-agent v0.1 only because I forced end-to-end testing against a live WordPress before publishing. Three would have silently corru

Dev.to · Ananthapathmanabhan A
🏭 MLOps & LLMOps
⚡ AI Lesson
2w ago
Native MLOps for Insurance process prediction, exception prevention, and AI governance
Native MLOps for Insurance process prediction, exception prevention, and AI governance Insurance...

Dev.to · Muhammad Masad Ashraf
🏭 MLOps & LLMOps
⚡ AI Lesson
2w ago
Building a Dead Letter Queue for Shopify Webhooks (Production-Ready Guide)
Stop losing webhook events. Here's how to build a production-ready dead letter queue system for Shopify webhooks with code examples and architecture patterns.

Dev.to · Nometria
🏭 MLOps & LLMOps
⚡ AI Lesson
2w ago
The Code That Worked in Vibes Doesn't Work in Production
Why Your AI-Built App Breaks at Scale (And How to Actually Fix It) You've built something...

Dev.to · Zaynul Abedin Miah
🏭 MLOps & LLMOps
⚡ AI Lesson
2w ago
How I Made an Autonomous Kubernetes SRE Agent Observable with MLflow
AI infrastructure agents are exciting, but they are also difficult to trust. A Kubernetes...

Dev.to · Raluca Crisan
🏭 MLOps & LLMOps
⚡ AI Lesson
3w ago
Turning Observability into a Tunable Search Space
In the Mlops world, people have long used DAGs/graphs or at least the consensus has been that best...

Dev.to · NTCTech
🏭 MLOps & LLMOps
⚡ AI Lesson
1mo ago
Your AI Cluster Is Idle 95% of the Time
Your GPU utilization dashboard reads 40%. The cluster is healthy. The GPUs are loaded. Except...

Dev.to · Dhawal Kumar Singh
🏭 MLOps & LLMOps
⚡ AI Lesson
1mo ago
Message Queues Explained: RabbitMQ vs Kafka vs SQS — When to Use What
Why Message Queues? Imagine Service A needs to send emails after a user signs up. If it...

Dev.to · Suhas Mallesh
🏭 MLOps & LLMOps
⚡ AI Lesson
1mo ago
Vertex AI Pipelines + Cloud Build: CI/CD for ML on GCP with Terraform 🔁
Manual ML retraining doesn't scale. Vertex AI Pipelines orchestrates your ML DAG while Cloud Build...
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