I loaded a large JSON file in Python and watched memory jump from 43 MB to 808 MB. Here’s what happened and how streaming changed everything.

Kernels run detached in the background and outlive the CLI process, so an agent can launch a kernel once and then run many code blocks against it across separate invocations. All state (running ...

Weekly lab instructions, Starter code, Shared Python code, Supporting resources, Solution code when it is released. Important: Open the entire ainl3001-knowledge-ai folder in VS Code rather than ...

Prompt injection test lab: build a 12-step Python harness that scores Claude, GPT, Gemini, Mistral and DeepSeek on 14 OWASP ...

System File Checker repairs missing or corrupted protected Windows system files when Windows features crash, fail to open, or act wrong. The current consumer route is still the built-in Sfc.exe ...