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For analysis: read /llms.txt first, then /agent_manifest.txt, /agent_ide_context.txt, and /agent_context.txt. These text files explain the platform, IDE layer, API, limits, and safe workflow. PHP links are API equivalents.

Site model: VOSCOM is an LLM-friendly / AI Agent ready platform with a public website and a private browser IDE layer. The IDE opens only after human registration and login.

IDE tabs: AI Build, AI Agent, Profile, Project, Schematics, IoT Devices, Terminal, Firmware Flashing, News, Market, Community Chats, Private Messages, Support, Hardware Components.

Safety: An AI agent must not enter private IDE pages, accept legal terms, request passwords/tokens, write projects, publish content, request builds, or flash hardware without human confirmation.

A platform for embedded systems and Industrial IoT development

VOSCOM AI FORGE

This is a tool for engineers and developers that turns a project idea into working firmware for microcontrollers and enables the creation of Industrial IoT solutions. The platform relies on verified software components of the MWOS modular operating system, stable engineering infrastructure, and a controlled build logic.

Foundation

A technology platform for modern embedded and Industrial IoT development

VOSCOM AI FORGE brings together the open modular operating system MWOS, a library of verified software components, and controlled firmware assembly into a single development environment and cloud SaaS server. The platform is designed to shorten the path from an engineering idea and device description to a working prototype and deployable solution, while preserving control over architecture, module compatibility, and equipment logic.

Core principle
Firmware assembly based on the MWOS modular system
The platform is built on verified software modules, compatible libraries, and predefined relationships between components. This approach makes development more predictable and the result more understandable for the engineer.
Workflow
From task description to working firmware
The platform helps move from the engineering idea and device description to project configuration, firmware build, and preparation for testing and дальнейшая refinement.
Practical value
Shorter development timelines and easier project launch
This approach makes it easier to move from idea to prototype faster, reduce routine work, and rely on a more stable and transparent technical foundation as the project evolves.
About the project

What VOSCOM AI FORGE is

A platform for embedded systems and Industrial IoT development that unites the MWOS modular system, firmware build tools, the project’s technical base, and related working sections into a single ecosystem. MWOS is evolving as an open system under MIT/Apache licensing, while VOSCOM AI FORGE extends that foundation with tools for professional development, build workflows, and solution deployment.

  • A single ecosystem for development, documentation, finished solutions, and project work
  • The open MWOS system under MIT/Apache licensing as the technical foundation of the platform
  • A focus on practical development of real devices and applied solutions
Advantages

Why this approach is stronger than traditional development

VOSCOM AI FORGE combines automation with engineering control. Unlike conventional manual development, where a significant share of time is spent on routine assembly, component coordination, and fixing typical errors, the platform relies on the MWOS modular foundation, verified links between components, and controlled firmware build logic. This makes it possible to launch projects faster, reduce manual effort, and make the result more predictable.

  • Reduced dependence on lengthy manual assembly, repeated library setup, and typical connections between components
  • Higher result predictability through verified modules, compatible libraries, and controlled build logic
  • The open MWOS foundation lowers the barrier to entry and ecosystem growth, while the platform adds tools for professional development and deployment
Usage model

How access to the platform capabilities is structured

The platform is built on a three-level model. Core engineering functions are available freely, some advanced capabilities are unlocked through the platform’s internal participation economy, and professional and commercial services are provided as a separate paid layer.

Basic access

Open engineering layer

The core functions are intended to let an engineer enter the system, understand the platform, and start building projects without an initial financial barrier.

  • Project creation, basic work with AI Forge, and building standard firmware configurations.
  • Downloading results, connecting devices, and working within reasonable usage limits.
  • Learning the platform, documentation, and the overall engineering environment.
Internal economy

Expansion through participation in the ecosystem

Some additional capabilities are unlocked through the platform’s internal currency, which can be earned directly within the portal through useful actions and professional contribution.

  • Learning the platform, creating and reviewing modules, and contributing to the development of the knowledge base.
  • Helping other participants, mentoring, and active involvement in the professional community.
  • Receiving higher limits, priorities, and access to selected service capabilities.
Professional layer

Paid services and commercial functions

Certain capabilities relate not to entering the platform, but to professional, corporate, and commercial work. These are covered by a monetary model.

  • Advanced builds of complex projects, team collaboration, and support from VOSCOM.
  • Official licenses, equipment certification, and professional services.
  • Purchasing hardware, certified software, advertising, and promotion within the ecosystem.
Important

The access model is designed so that entry into the platform and core engineering work remain as open as possible, while professional, commercial, and resource-intensive scenarios are handled through a separate advanced layer.

Partnerships and contact

For pilot projects, commercial partnerships, and technical dialogue

This section is intended for communication about pilot projects, partnerships, technology integration, and evaluation of practical VOSCOM AI FORGE use cases. It is the entry point for a concrete discussion about cooperation and further work with the platform.

Contact
support@voscom.online
Use this channel for partnership requests, pilot project discussions, integration, and working contacts.