Tech-stock rout accelerates retreat from the AI trade

Let’s Talk About Claude Code, Part 2: Container or Sandbox VM?

In Part 1 I said every project of mine now runs in a Docker Sandbox, and I promised to explain why I picked that over a plain dev container.

• sbx addresses shared kernel and Docker inside Docker security gaps
• Each agent runs in its own microVM with dedicated kernel and Docker engine
• Outbound traffic controlled by network policy, git credentials injected by proxy

2h ago ·dev.to

Research Synthesis: Inside the Architectures of Open-Source LLMs: Attention, MoE, Hybrid Layers and Quantization

Research Synthesis: Inside the Architectures of Open-Source LLMs: Attention, MoE, Hybrid Layers and Quantization Executive Summary The continuous evolution of modern AI infrastructure demands…

2h ago ·dev.to

Three checks before you install a Claude Code skill (from a review of 783 skills)

Before you install a Claude Code skill, open its SKILL.md and check three things. Does it contain real steps? A one-line stub, a pointer to another file, or unreadable ciphertext means there is…

2h ago ·dev.to