Document Intelligence Infrastructure

Article covers GraphRAG and an agentic approach as a path to document intelligence,

GPT-5.6 Sol - Preview

Sol is OpenAI's strongest model yet.

It has a robust safety stack, including protections for higher-risk activity and repeated misuse.

A limited preview is being done with trusted partners first.

Codex is now the ChatGPT App

Inside the app it says "Powered by Codex and OWL". Codex is the coding agent, OWL is the Chromium-based environment that provides the "runtime shell" for Codex.

OpenCV in Python

pip install opencv-python

More on OpenCV on opencv.org.

Reverse Debugging

Not all debuggers are created equal. Some allow reverse debugging, some do not.

gdb does

pdb does not

pdb is a forward only debugger. Once a statement runs, its side-effects (e.g. variable changes, I/O etc.) are permanent unless you restart.

History of .NET Core

The evolution of ideas is something very interesting. In this respect, the evolution of ideas within .NET Core is worth reflecting on. This article from June 2019 mentions Maestro, which deals with one specific challenge in the development of .NET Core.

The Debugger Class in .NET

The Debugger class in System.Diagnostics is implemented in Debugger.cs.  Its purpose is to allow communication with the debugger.

This is the class that lets you do a "hard debug" but typing Debugger.Break(), which signals a breakpoint to an attached debugger.

Debugger.Launch() is similarly aggresive. It launches and attaches to a debugger to the process.