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⚡ AI Lessons

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
Azure Foundry as Master, Bedrock as Remote: Cross Cloud A2A
A measured cross-cloud smoke test: Microsoft Foundry orchestrates MCP and calls an Amazon Bedrock AgentCore specialist over authenticated A2A.

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
Six Cross-Cloud A2A Paths, One Benchmark: How AWS, Azure, and GCP Agents Actually Work Together
Every directed edge between Bedrock AgentCore, Microsoft Foundry, and Google ADK, deployed and measured over A2A v1.0 — the numbers, the recurring failures, and

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
Six Cross-Cloud A2A Paths, One Benchmark: How AWS, Azure, and GCP Agents Actually Work Together
Every directed edge between Bedrock AgentCore, Microsoft Foundry, and Google ADK, deployed and measured over A2A v1.0 — the numbers, the recurring failures, and

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
Google ADK Cross Cloud to Amazon Bedrock over A2A
This is the third run of the same cross-cloud currency benchmark, and the first with the arrow...

Dev.to · xbill
☁️ DevOps & Cloud
1mo ago
Amazon Bedrock Agents Orchestrating Google ADK over A2A
This article explains how to build and test a cross-cloud currency agent. An Amazon Bedrock master...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Gemma4 DevOps In Action
In the last entry I got Gemma-4's 128-expert MoE running on an inf2.24xlarge and signed off with...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Inferntia2 DevOps in Action
In the last entry I got Gemma-4's 128-expert MoE running on an inf2.24xlarge and signed off with...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Debugging Deployments with Gemma 4B, TPU v6e-1, MCP, and Antigravity CLI
This article provides a step by step debugging guide for deploying Gemma 4 to a Google Cloud TPU...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Debugging Deployments with Gemma 4B, TPU v6e-4, MCP, and Antigravity CLI
This article provides a step by step debugging guide for deploying Gemma 4 to a Google Cloud TPU...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Omni Flash Preview with Claude Code
This article covers the MCP setup and configuration for using Google Omni Preview and underlying...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Debugging Deployments with Gemma 2B, TPU v6e-4, MCP, and Antigravity CLI
This article provides a step by step debugging guide for deploying Gemma 4 to a Google Cloud TPU...

Dev.to · xbill
☁️ DevOps & Cloud
2mo ago
Deploying Gemma 12B to AWS EC2 with NVIDIA L4 and Antigravity CLI
This article provides a step by step debugging guide for deploying Gemma 4 to an AWS hosted GPU...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Mix and Match: Running Kiro on Azure Cloud Shell
This article provides a step by step deployment guide for using Amazon Kiro CLI on the Azure Cloud...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Local Mac Gemma 4 Deployment with MCP and Antigravity CLI
This article provides a step by step deployment guide for Gemma 4 to a M3 Macbook Air. A suite of...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Mix and Match: Running Kiro on Google Cloud Shell
This article provides a step by step deployment guide for using Amazon Kiro CLI on the Google Cloud...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Mix and Match: Running Kiro on Google Cloud Shell
This article provides a step by step deployment guide for using Amazon Kiro CLI on the Google Cloud...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
AWS Cloud Shell with Antigravity CLI
This article covers the initial setup and configuration for the Antigravity CLI on the AWS Cloud...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
AWS Cloud Shell with Antigravity CLI
This article covers the initial setup and configuration for the Antigravity CLI on the AWS Cloud...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Deploying a Rust MCP Server to Azure Appservice
The rmcp crate and standard Rust libraries are used to build a basic MCP Server in Rust. This MCP...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Deploying a Rust MCP Server to Amazon Lambda with Gemini CLI
The rmcp crate and standard Rust libraries are used to build a basic MCP Server in Rust. This MCP...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Deploying a Rust MCP Server to Azure ACA
The rmcp crate and standard Rust libraries are used to build a basic MCP Server in Rust. This MCP...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Deploying a Rust MCP Server to Amazon EKS
The rmcp crate and standard Rust libraries are used to build a basic MCP Server in Rust. This MCP...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Deploying a Rust MCP Server to Amazon EKS
The rmcp crate and standard Rust libraries are used to build a basic MCP Server in Rust. This MCP...

Dev.to · xbill
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Deploying a Rust MCP Server to Azure AKS
The rmcp crate and standard Rust libraries are used to build a basic MCP Server in Rust. This MCP...
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