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⚡ AI Lessons

Dev.to · Marco Gonzalez
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
MCP new specs in Practice: Testing the Stateless Revolution on AWS AgentCore Gateway
On July 28, 2026, the Model Context Protocol published the most significant revision since its...

Dev.to · Marco Gonzalez
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
The Open Source Agentic AI Stack: What AAIF Projects Do and How to Contribute
AI agents are evolving from chat wrappers into systems that connect to tools, communicate with other...

Dev.to · Marco Gonzalez
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
9mo ago
Unified Data Fabric: Serverless Spark on ROSA Integrating with AWS Glue Catalog
Data Lakehouse on ROSA with Apache Spark, Iceberg, and AWS Glue Table of...

Dev.to · Marco Gonzalez
📐 ML Fundamentals
⚡ AI Lesson
9mo ago
Hybrid MLOps Pipeline: Implementation Guide
Bursting to SageMaker Training from OpenShift Pipelines Table of...

Dev.to · Marco Gonzalez
📐 ML Fundamentals
⚡ AI Lesson
9mo ago
AWS ML / GenAI Trifecta: Part 2 – AWS Certified Machine Learning Engineer Associate (MLA-C01)
This is the second entry in my journey to achieve the AWS ML / GenAI Trifecta. My goal is to master...

Dev.to · Marco Gonzalez
☁️ DevOps & Cloud
⚡ AI Lesson
9mo ago
AWS ML / GenAI Trifecta: Part 1 – AWS Certified AI Practitioner (AIF-C01)
This is the first entry in my journey to achieve the AWS ML / GenAI Trifecta. My goal is to master...

Dev.to · Marco Gonzalez
🧠 Large Language Models
⚡ AI Lesson
1y ago
vLLM on x86: Because Not Everyone Can Afford a GPU Cluster
After my recent presentation on our AI inference PoC (details here), I received a bunch of great...

Dev.to · Marco Gonzalez
🔍 RAG & Vector Search
⚡ AI Lesson
1y ago
AWS vs. Azure: A Decision Matrix for Building Enterprise RAG Platforms
Table of Contents Introduction Platform Overview Cloud Platform Decision...
DeepCamp AI