Your AI pair programmer.

Related contents:

• AI-assisted coding with GitHub's COO @ Practical AI.

Sysmon for Linux is a tool that monitors and logs system activity including process lifetime, network connections, file system writes, and more. Sysmon works across reboots and uses advanced filtering to help identify malicious activity as well as how intruders and malware operate on your network. Sysmon for Linux is part of Sysinternals.

🪄 Create rich visualizations with AI

Data Formulator is an application from Microsoft Research that uses large language models to transform data, expediting the practice of data visualization.

Data Formulator is an AI-powered tool for analysts to iteratively create rich visualizations. Unlike most chat-based AI tools where users need to describe everything in natural language, Data Formulator combines user interface interactions (UI) and natural language (NL) inputs for easier interaction. This blended approach makes it easier for users to describe their chart designs while delegating data transformation to AI.

The Microsoft Graph software development kits (SDKs) are designed to simplify building high-quality, efficient, resilient applications that access Microsoft Graph. The SDKs include two components: a service library and a core library.

The service library contains models and request builders generated from Microsoft Graph metadata. The service library provides a rich, strongly-typed, and discoverable experience when working with the many datasets available in Microsoft Graph.

• Microsoft Graph SDK for PHP @ GitHub.

Misconfiguration Manager is a central knowledge base for all known Microsoft Configuration Manager tradecraft and associated defensive and hardening guidance.

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data.

TorchGeo is a PyTorch domain library, similar to torchvision, providing datasets, samplers, transforms, and pre-trained models specific to geospatial data.

• TorchGeo @ GitHub.

Dev Proxy is an API simulator that helps you effortlessly test your app beyond the happy path.

You test your app to make sure it works as intended. But what if the APIs you use fail? Will your app lose your customer's data? How do you test for this? Simulating API failures is hard. You end up writing code that you won't be shipping or worse: not testing at all. That's why we built Dev Proxy, to simulate API errors so that you can easily test your app without changing your code.

• Dev Proxy @ GitHub.
• DevProxy 0.22 Improves API Permission Checks @ InfoQ.

Monkey365 is an Open Source security tool that can be used to easily conduct not only Microsoft 365, but also Azure subscriptions and Microsoft Entra ID security configuration reviews without the significant overhead of learning tool APIs or complex admin panels from the start.

• Monkey365 @ GitHub.
• Monkey365 - Open Source security tool @ Lauren M.'s LinkedIn

Policy Module for Microsoft Active Directory Certificate Services.

TameMyCerts is a policy module for Microsoft Active Directory Certificate Services (AD CS) enterprise certification authorities that enables security automation for a lot of use cases in the PKI field.

An offensive postexploitation tool that will give you complete control over the Outlook desktop application and therefore to the emails configured in it.

OmniParser is a comprehensive method for parsing user interface screenshots into structured and easy-to-understand elements, which significantly enhances the ability of GPT-4V to generate actions that can be accurately grounded in the corresponding regions of the interface.

• OmniParser @ GitHub.

Generative AI Scripting.

Programmatically assemble prompts for LLMs using JavaScript.

• GenAIScript @ GitHub.

OpenVMM is a modular, cross-platform, general-purpose Virtual Machine Monitor (VMM), written in Rust.

• OpenVMM @ GitHub.

Document Your Datacenter With PowerShell.

As Built Report is an open source configuration document framework which utilises Microsoft PowerShell to produce as-built documentation in multiple document formats for multiple vendors and technologies. The framework allows users to easily generate clear and consistent documentation, for any environment which supports Microsoft PowerShell and/or a RESTful API.

• AsBuiltReport.Core @ GitHub.
• Microsoft AD As Built Report @ GitHub.
• HomeLab: Active Directory Documentation using AsBuiltReport @ TechMyth.

An Open-Source Programming Framework for Agentic AI

• AutoGen @ GitHub.
• Tour d'horizon des frameworks pour créer des applications basées sur les LLM @ Data-Crafting.io .

This project is specifically made for brand new directories and ease their creation with all security rules in place:

• Remove legacy protocols/setup used by Microsoft for compliance purposes
• Enforce the use of modern alogrithm for cyphering and authentication
• Enforce LDAPS when a client requests a connection to your DC
• Enforce the default password strategy to match with modern expectation
• Add other Domain Controllers to your secured domain

Related contents:

• Comment créer un domaine Active Directory respectueux des bonnes pratiques de sécurité ? @ IT Connect .

Linux OS for Azure 1P services and edge appliances

Describe APIs. Describe your data up front and generate schemas, API specifications, client / server code, docs, and more.

TypeSpec is a language for defining cloud service APIs and shapes. TypeSpec is a highly extensible language with primitives that can describe API shapes common among REST, OpenAPI, gRPC, and other protocols.

• TypeSpec @ GitHub.
• Introduction to TypeSpec @ Nordic APIs.
• After 6 years of using GraphQL in production we aren't reaching for it as much as we once did. @ Mahdi Y.'s LinkedIn.

DISKSPD is a storage load generator / performance test tool from the Windows/Windows Server and Cloud Server Infrastructure Engineering teams.

Windows in a Docker container.

Docker image with QEMU and noVNC web app allowing to run Windows on GNU/Linux hosts.

• Lancez Windows de XP à la version 11 dans un conteneur Docker @ Korben .