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Open Arsenal Specifications

Open Arsenal specifications are built for flexible deployment across both private and public networks, enabling organizations to fully self-host implementations within their own infrastructure. This includes isolated internal environments, enterprise systems, government networks, and internet-facing services. Each specification is engineered with portability, transparency, and interoperability in mind, allowing adopters to maintain full operational control while avoiding vendor lock-in and adapting the system to their own technical and security requirements.

All Open Arsenal specifications are released under the GNU Affero General Public License v3.0 (AGPL-3.0+), with free usage permitted as long as proper attribution is maintained in accordance with Section 7 of the license. For organizations or individuals who prefer to use a specification without attribution requirements, Specification Branding Licenses are available. Pricing is determined based on the specific specification, the intended scale and scope of deployment, and the size of the network in which it will operate, allowing for tailored licensing that fits both small implementations and large-scale commercial or institutional use.

Specification Categories

  • AI Infrastructure
    https://roxanneardary.com/ai-infrastructure/
    This category covers open-source AI infrastructure for governments and organizations, focusing on transparency, cost-efficiency, and independence from vendors. It emphasizes reusable components for public services with strong human oversight and ethical design.

  • Automotive (AI and the Automobile)
    https://roxanneardary.com/ai-and-the-automobile/
    Focuses on AI-driven automotive software, safety systems, and open-source mobility solutions. Projects address autonomous features, energy optimization, and reliable vehicle intelligence with human oversight.

  • Blockchain
    https://roxanneardary.com/blockchain/
    Dedicated to blockchain applications for trust, transparency, and auditability in public systems. Covers voting, finance, supply chains, and records management using open-source tools to minimize fraud and lock-in.

  • Civic Technology
    https://roxanneardary.com/civic-tech/
    Open-source tools for government transparency, emergency response, public accountability, and civic engagement. Emphasizes shared infrastructure to improve coordination, reduce costs, and build public trust.

  • Digital Finance
    https://roxanneardary.com/digital-finance/
    Explores decentralized finance, encrypted payments, transparent accounting, and AI financial tools. Projects prioritize user control, auditability, and reducing reliance on traditional intermediaries.

  • Hardware
    https://roxanneardary.com/hardware/
    Promotes open-source hardware designs, schematics, and modular physical systems. Includes robotics, energy solutions, manufacturing tools, and accessible fabrication technologies.

  • Human in the Loop
    https://roxanneardary.com/human-in-the-loop/
    Focuses on Human-in-the-Loop (HITL) architectures that keep meaningful human judgment and oversight in AI decision-making. It ensures accountability, ethical safeguards, and responsible deployment in critical systems.

  • Internet of Things
    https://roxanneardary.com/internet-of-things/
    Explores open-source hardware, edge computing, and connected device systems. Projects emphasize decentralized, privacy-first, and resilient IoT solutions with modular extensibility.

  • Monetization
    https://roxanneardary.com/monetization/
    Explores open-source monetization models that reward contribution, participation, and value creation in transparent ways. It promotes "paid to use, paid to share, paid to participate" systems and contribution-based dividend models.

  • Software as a Service (SaaS)
    https://roxanneardary.com/software-as-a-service/
    Open-source SaaS platforms and tools with focus on cloud infrastructure, automation, and developer-friendly experiences. Emphasizes security, multi-cloud support, and low-code capabilities.

  • Simulations
    https://roxanneardary.com/simulations/
    AI-powered simulation platforms for modeling real-world systems, testing scenarios, and interactive experimentation. Covers engineering, urban planning, energy, and sustainable community modeling.

  • Transparency
    https://roxanneardary.com/transparency/
    Tools and platforms for open information systems, accountability, and public benefit infrastructure. Supports reporting, auditing, and exposing issues like deceptive practices.

  • Video
    https://roxanneardary.com/video/
    Projects involving video processing, broadcasting, AI-enhanced media tools, and related open-source solutions.

  • Virtual Reality
    https://roxanneardary.com/virtual-reality/
    Immersive VR/AR experiences and tools built with open-source principles and modular design.

  • Voice
    https://roxanneardary.com/voice/
    Focuses on AI voice communication, real-time translation, and voice-driven interfaces. Projects aim to break language barriers while preserving cultural nuance and enabling more natural human interaction.

  • Wiki
    https://roxanneardary.com/wiki/
    Open knowledge and documentation systems, often with AI enhancements for better information flow and accessibility. Supports collaborative editing and structured knowledge sharing.


Open Arsenal Specification Repos


License & Notice Requirements

Open Aresenal specifications are released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+).
By contributing to any Open Arsenal project, you agree that your contributions will also be released under this license.

Please note the following:

  • All contributions must comply with the AGPL-3.0+ terms.
  • Under Section 7 of the license, all redistributions, forks, and derivative works must preserve attribution to:
    Roxanne Ardary and roxanneardary.com.
  • Open Arsenal specificiations are free to use with attribution. A Specification Branding License can be negotiated upon request.
  • The project's notice.md file tracks attribution requirements and contributor acknowledgments.
    Any update that adds new contributors or modifies attribution should also update notice.md.
  • When submitting a pull request, ensure that any new files maintain the attribution headers where applicable.
  • Network-deployed versions of this software must also remain fully AGPL-3.0+ compliant, including exposure of source code modifications when applicable under the license.

For full legal details, please refer to the AGPL-3.0+ license and the project's notice.md file.

Open Arsenal Hub
https://github.com/openarsenalspecs

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Open Arsenal specs can be self-hosted on private or public networks, with free use under AGPL-3.0+ requiring Section 7 attribution. Optional Specification Branding Licenses allow use without attribution, with pricing based on spec, scope, and network size.

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