Shawn Cicoria

Azure Web Job that TcpPings a Socket along with a Simple TcpServer

langchain deepagents text-to-sql agent

setup a pxe server on ubuntu 24.04

setup for an msi with old nvidia cuda and pytorch

Docker MVC Sample

Automated installation scripts for NVIDIA CUDA Toolkit on WSL2 Ubuntu 24.04 — safe setup for GPU compute (3DGS/gsplat) without breaking the Windows↔WSL driver bridge

Shawn Cicoria Profile

Lessons to Get Started Building AI Agents

Omarchy Theme with Git Dark Colors

various tools and things to make vs code mine

This is a template devcontainer for PyTorch development using AMD ROCm on Ryzen AI systems. Framework Laptop 13 with AMD

TPM security chip tools and testing

Practical LLM Evaluation for Production Systems, published by Packt

example of otel aspire dashboard extension to show estimate of costs for copilot

presidio data privacy examples and web app

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The Art of Debugging Open Book

setup for databricks skills for general databricks question and answers

A tutorial on modern GPU programming for machine learning systems

Databricks Toolkit for Coding Agents provided by Field Engineering

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example of infra as code for genie space along with deterministic sql function calls

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Unix/macOS command-line tools built in Rust

Practice Databricks coding skills with hands-on exercises. Import into Databricks Free Edition, write code, run assertions, check pass/fail. Covers Delta Lake, Spark SQL, PySpark, Auto Loader, medallion architecture, window functions, and more.

React is a JavaScript library for building user interfaces. It's declarative, efficient, and extremely flexible. What's more, it works with the libraries and frameworks that you already know.

A framework for building native apps with React.

Learn it. Build it. Ship it for others.

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Scripting the Azure WebJobs SDK

Command line tools for Azure Functions

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based on APX Databricks https://github.com/databricks-solutions/apx/

databricks academy Automated Deployment with Declarative Automation Bundles

MLFlow Learning Plan

codecrafters create a shell in c

A simple tool for coordinating several AI agents.

Runnable Databricks Asset Bundle demos for exploring Spark shuffle behavior, join strategies, data skew, AQE, and Photon on Azure Databricks — with synthetic data generated at runtime.

general skills

A refined collection of Hypervelocity Engineering components (instructions, prompts, agents) to start your project off right, or upgrade your existing projects to get the most out of all Copilots

example of Rust implementation of background workder to call LLM from within PostGres client DML SQL

Beej's Guide to Network Programming source

Harness engineering official style beginner tutorial, from 0 to 1

Generative AI playground using Ollama, OpenAI API and JavaScript. Try AI models in your browser!

Skills for Real Engineers. Straight from my .claude directory.

sample streamlit app in databricks

sample aikit from databricks in react typescript

streamlight but volume only

Free & Open-Source Invoice Generator – Live PDF Preview, No Sign-Up, 100% In-Browser. Includes a Stripe-style invoice template. Star if you like it 🌟

Swift based Markdown Editor

sox basic agent prompt and run

sets up new wsl instances fast

Asteroids from the 1980s in Rust TUI

Beginner, advanced, expert level Rust training material

Azure Container App Job deployed in a different resource group than its Container Apps Environment — cross-RG PoC

Containerized Rust service for processing multi-view video captures into 3D Gaussian Splatting models - videos to splats

Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

Runs a Dockerfile in Azure Container Apps as a Job after using ACR Jobs

PyTorch starter project for macOS Metal (MPS) GPU acceleration on Apple Silicon — device utils, benchmarks, notebooks

Production-grade 3D gaussian splatting with CPU/GPU support for Windows, Mac and Linux 🚀

COLMAP - Structure-from-Motion and Multi-View Stereo

A self-paced course to learn Rust, one exercise at a time.

A curated list of awesome things related to Anthropic Claude

This is the code repository for Deep Dive iOS 18 & SwiftUI 6 - An 80 Hour Project Based Course, published by Packt

Agentic Architectural Patterns for Building Multi-Agent Systems, published by Packt

Multimodal Agentic Anomaly Detection for Telecom Infrastructure using Azure Services including AML, AI Foundry, CosmosDB and PostgresGIS

Force Remove Copilot, Recall and More in Windows 11

Semantica🧠: Open-Source Semantic Layer & Knowledge Engineering Framework for building Explainable, Auditable, and Trustworthy AI Systems — beyond Text Similarity

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

A catalog for AI experiments.

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Stops fabric instances - Powershell

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57 exercises to master Vercel's AI SDK v5, from Matt Pocock

ai-sdk-v5-crash-course

One-click fix for Windows Terminal split panes to preserve current directory (Oh My Posh + OSC 99)

Open-source vector similarity search for Postgres

Introduction to Machine Learning Systems

Microsoft Agent Framework Repro for Declarative yaml and outputSchema issues

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Azure AI Content Understanding

MCP Server and CLI for accessing Work IQ

using vs code ai toolkit add in

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GitHub Copilot enabled repo for building and deploying a web application with Entra ID authentication and integrated with Azure AI Foundry Agents.

Ralph is a small runner around GitHub Copilot CLI (standalone) inspired by the“Ralph Wiggum” technique: run a coding agent from a clean slate, over and over, until a stop condition is met

clone of aur.archlinux.org/microsoft-edge-stable-bin.git

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Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning

Agent Framework Samples - showcasing ways in which agent framework can be utilized.

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Learn How To Observe, Manage, and Scale, Agentic AI Apps Using Azure AI Foundry - with this hands-on workshop

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Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

An application that can be used to curate contextualized ground truth entries for AI projects while agnostic to underlying data stores and problem domains.

Native macOS menu bar app for finding and killing processes on open ports. Perfect for developers.

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

workshop materials to build intelligent solutions on Open AI

Magentic orchestration with lazy-initialized agents using registered names.

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

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evaluation with agent framework and foundry

Deeplearning AI - Python Fundamentals Course 1

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🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

Examples on how to deploy and use Langfuse

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Interactive web visualisation for handwritting detection using a simple neural network

Understanding Deep Learning - Simon J.D. Prince

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A one stop repository for generative AI research updates, interview resources, notebooks and much more!

PouchDB is a pocket-sized database.

Omarchy Theme

scripts that help setup and teardown hyperv VM

script and tools for onedrive from Linux

⚡ Azure Developer CLI extension that makes local dev a breeze! Automatically install dependencies, check your setup, and launch multi-service environments. Intelligent detection for Node.js, Python, .NET, Aspire & Docker Compose. Zero hassle, all power!

simple azd extension

Learn how to build solutions with Large Language Models.

22 essential agentic design patterns for building intelligent AI systems

Simple, unified interface to multiple Generative AI providers

Research Agent service for the Agentic Workflow course

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A GUI to quickly manage your WSL2 instances

the next AI Firewall

Fast Ethereum RPC client for testing and development

Beefed up Provider utility for Truffle

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2026 Hackathon Work

This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks

Fast ML inference & training for ONNX models in Rust

Minimalist ML framework for Rust

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Minimalist Omarchy Theme for Arch Linux

Opinionated Arch/Hyprland Setup

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Just a reference on running Windows 11 on outdated TPM support

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Project management system for Claude Code using GitHub Issues and Git worktrees for parallel agent execution.

eliptical curve stuff

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UEFI project for minimal Linux image with GRUB

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setup a vhdx for wsl

A sample application which shows how you might use GitHub Actions and Azure Image Builder to build your "golden" images

An emulator for Azure Key Vault. Compatible with the Azure Client SDK, runnable with Docker or .NET Aspire.

A bag of common C# components.

A multi-module course teaching everything you need to know about using GitHub Copilot as an AI Peer Programming resource.

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Open source cross-platform Redis GUI based on Qt 5

VSCode extension for evaluating Copilot Chat

This project explores a new behavioral finance factor (“Stock Trend Factor”) according to continuing overreaction theory and PT/MA disposition effect, constructing a behavioral finance stock selection and timing strategy.

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A .NET API that has Azure Policy Exemption endpoints plus an Azure AI Foundry agent that knows how to use them.

Automated security scanning system using GitHub Copilot as an intelligent agent to generate comprehensive VEX documents with contextual vulnerability analysis.

The Rust Programming Language

Microsoft Build 2025 LAB309

Notebooks for the third edition of Think Stats

Development repo for Think Python 3rd edition

using rust candle

An example of Rust command-line tool running inside a Docker container

A work in progress to build out solutions in Rust for MLOPs

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A Rust based deduplication tool

A curated list of awesome Go frameworks, libraries and software

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Go code samples and exercises for the book 'The Deeper Love of Go'

Projects for Rust Data Engineering Coursera course. Website for projects here: https://nogibjj.github.io/rust-data-engineering/

Code for a Duke Coursera Rust-based data engineering course

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Rust Template for Git Repository

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Code examples, exercises, and solutions from the book 'The Secrets of Rust: Tools'

Rust Bootcamp Week 3: Structs, Types, and Enums

A Rust CLI tool to split strings on characters or patterns, like cut.