Welcome to Neural Inverse Academy

AI coding tools work differently when you're building firmware, migrating COBOL, or working under DO-178C. Neural Inverse Academy teaches AI-native workflows for regulated software development - where traditional AI IDEs fall short.

What you will find here

The Academy covers workflows specific to Neural Inverse:

• AI Chat & Inline Edit - How to use Ctrl+L chat, Ctrl+K inline edit, and autocomplete effectively for embedded and legacy code
• Power Mode - Understanding the autonomous agent, its 22+ tools, and when to use concurrent sub-agents
• Firmware Development - Working with 357 MCU variants, SVD register maps, and hardware-specific AI context
• Legacy Modernization - The 5-stage pipeline for migrating Fortran, COBOL, Ada, and other legacy languages
• Bring Your Own LLM - Configuring 20+ providers and per-feature model selection
• Neural Inverse Cloud - Using cloud workspaces, free OSS models, and hardware simulation

Start with your workflow:

• I'm building firmware
• I'm migrating legacy code
• I'm using Power Mode for the first time
• I want to use my own LLM
• I'm switching from Cursor/Copilot

Why we are publishing this

Neural Inverse is open source. We built it for embedded engineers, legacy system maintainers, and compliance-focused teams who don't have AI tools designed for their workflows. The Academy makes those workflows accessible to everyone.

How Neural Inverse is different

Traditional AI IDEs are built for web and mobile development. They don't understand:

• MCU datasheets and register maps
• Build systems like PlatformIO, ESP-IDF, Zephyr, or CMake for embedded
• Legacy language syntax (COBOL, Fortran 77, Ada 83)
• Compliance constraints (MISRA, CERT-C, DO-178C traceability)

Neural Inverse is an AI IDE built for these workflows first. The Academy shows you how to use it.

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