ai agents

ai agents Aug 10, 2026 7 min read

Docker Sandboxes: Disposable microVMs for safer AI agent coding

Docker Sandboxes (`sbx`) runs AI coding agents inside isolated microVM sandboxes so they can work autonomously—installing packages, editing configs, and even running Docker—without exposing the host system. You can control network access and choose workspace boundaries (direct mount or clone mode).

by ahsan

#ai agents #docker #microvm #sandboxing #security

ai agents Jul 26, 2026 6 min read

Context Engineering for Claude 5: Fewer Rules, Better Judgment

Claude 5-era agents perform better when context engineering shifts from rigid rules and examples to judgment, progressive disclosure, and tool interface design. Audit conflicting guidance, move deep logic into skills, and use deferred loading/tool search patterns to keep context focused when it matters.

by ahsan

#ai agents #claude-code #context engineering #llm #prompting