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polterguy
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polterguy/magic

Instant SECURE Full Stack Apps and AI Agents

★1.2KSTARS
⑂175FORKS
!0ISSUES
🏆#2,424GLOBAL RANK
🔥4DAYS TRENDING
🚀
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Star History

Continuous Observations
Interactive star growth chart for polterguy/magic
CSV

Momentum

+30

STARS · LAST 30 DAYS

1

PER DAY

#138

MOST-STARRED C#

Window7 days30 days90 days
Stars gained+7+30+90
Per day111
Forks gained+1+4+10

magic gained 30 stars in the last 30 days, about 1 a day, and now has 1.2K. It is about 8 years old and has averaged roughly 150 stars a year. It ranks #138 among C# repositories and #2,424 across all languages on GitHubRepo.

Trending Record

magic has maintained a continuous presence across global trending indexes, peaking at #1587. Below is the 30-day activity profile:

💡 Overview

magic is an open-source project written in C#: Instant SECURE Full Stack Apps and AI Agents.

Engineered for speed, consistency, and developer ease, it solves common hurdles in agentic-ai, ai, ai-agents. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in C# for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ git clone https://github.com/polterguy/magic.git
cd magic

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

C# environment and standard tooling

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

magic coordinates its core functionality through a modular C# pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Autonomous AI Agents

Orchestrate intelligent workflows and tool-calling routines with magic.

Model Inference & Prompting

Integrate fast, local or cloud-hosted generative AI models directly into production code.

Context Memory & RAG

Augment language models with dynamic vector retrieval and structured project memory.

Developer Productivity

Automate repetitive engineering tasks, code generation, and test creation using AI agents.

🚀 Getting Started

1

Install magic using your package manager: `git clone https://github.com/polterguy/magic.git`

2

Initialize your project workspace or configuration file for magic.

3

Import magic into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `magic --help` to verify successful setup.

👍 Strengths

Active community backing with 1,194 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT license.
Built in C# for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with C# and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 Who Should Use This

Developers and engineering teams building with C#, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

polterguy/magic is currently ranked #2,424 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#2,418 laravel/ai PHP ★ 1.2K Compare ↗
#2,418 xevrion/breakscale TypeScript ★ 1.2K Compare ↗
#2,418 unstablebuild/rune Go ★ 1.2K Compare ↗
#2,422 n0-computer/sendme Rust ★ 1.2K Compare ↗
#2,422 clacky-ai/openclacky Ruby ★ 1.2K Compare ↗
#2,424 polterguy/magic This Project C# ★ 1.2K
#2,425 googleapis/go-genai Go ★ 1.2K Compare ↗
#2,425 soniqo/speech-swift Swift ★ 1.2K Compare ↗
#2,427 microsoft/aspire-samples C# ★ 1.2K Compare ↗
#2,428 ricardochimal/taps Ruby ★ 1.2K Compare ↗
#2,428 sbdchd/squawk Rust ★ 1.2K Compare ↗

Frequently Asked Questions

What does magic do? +

Instant SECURE Full Stack Apps and AI Agents

What language is magic written in? +

The primary language is C#. Topics include: agentic-ai, ai, ai-agents, backend, code-generation.

Is magic actively maintained? +

Yes, the last recorded push was on Sep 27, 2026 with 0 open issues being tracked.

How many stars does magic have? +

magic has 1,196 stars and 175 forks on GitHub.

How does magic rank among GitHub repositories? +

With 1,196 stars, polterguy/magic is ranked #2,424 globally across all repositories tracked on GitHubRepo and #138 among C# projects.

What license is magic distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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