AI Conquered Coding. Fast Food Is Next

Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU

A field report on serving Google's Gemma 4 E2B on AWS EC2 **G5g * — a Graviton2 (aarch64) host with an NVIDIA T4G (Turing, SM 7.5) GPU.

13m ago ·dev.to

Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU

A field report on serving Google's Gemma 4 E2B on AWS EC2 **G5g * — a Graviton2 (aarch64) host with an NVIDIA T4G (Turing, SM 7.5) GPU.

• Attempted to run Gemma 4 on AWS EC2 G5g instance
• Encountered lack of published architecture lists and version floor
• vLLM v0.27.1 resolved compatibility issues for G5g instance

17m ago ·dev.to

Google debuts new Gemini Flash while top AI model still delayed

The new Gemini 3.7 Flash model outperforms its predecessor in coding tasks like debugging, and is more capable at generating deployable, production-ready code, Google said.

23m ago ·straitstimes.com

To keep the AI from breaking my design, it only writes JSON. I built that out for real, and the JSON turned into code

While mass-producing web tools with an AI, I've changed how I lock the design in three stages. The previous post I wrote about that got this comment: "I'd like to see the JSON approach and the…

• AI programmed to generate only JSON data
• JSON approach resulted in thin-looking page
• Design-system approach provided richer page with better localization

24m ago ·dev.to

I built TraceMotive: a local-first debugger for AI agent execution

I’ve been building an open-source project called TraceMotive. It started from a problem I kept running into with AI agents: When an agent run fails, the place where the error appears isn’t always…

• TraceMotive is an open-source local-first debugging tool for AI agents.
• Python SDK generates canonical traces and spans for AI agent workflows.
• Developer seeks feedback to improve TraceMotive before adding advanced features.

26m ago ·dev.to