Magnum Coder

Industrial software.
Days, not months.

Generate production-ready software with an AI tuned for industrial systems. Deploy to any hardware. Manage your fleet from a single platform.

Magnum Coder

AI writes industrial code.
90% faster, fully auditable.

Magnum Coder writes, versions, and maintains industrial software in standard languages. No vendor-locked dialects. Every change tracked, every deployment reproducible.

90%
Lower licences + labour
vs controls + SCADA + MES stack
Days
To production
AI-generated industrial software
100%
Design control
No template or vendor constraints
$0
Hidden fees
Simple SaaS pricing

Code to Edge
in One Click

Deploy

Traditional deployments mean weeks of manual configuration, architecture-specific builds, and on-site visits. mutexer compresses that into a single click: automatic builds for ARM and x86, containerised with Docker, deployed over the air.

Multi-Architecture Builds

Automatic dependency resolution and compilation for ARM and x86 targets. One codebase, any hardware. No vendor lock-in.

Docker Containers

Every deployment is a portable, versioned container. Roll back in seconds. No environment drift.

01CLOUDSECURE02BUILD PIPELINEARM64x86 (64bit)SECURE03EDGE DEVICEDocker runtimerollback · health monitoring · auditONE-CLICK PIPELINE

Integrated Version
Control

Version Control

In regulated environments, knowing exactly what changed, when, and by whom is not optional. Version control built for industrial software: track every change, collaborate safely, and deploy with confidence.

Full Virtual File System

Multiple developers can work simultaneously without conflicts. Our virtual filesystem prevents overlapping changes and ensures safe collaboration.

Auto-Save Everything

Never lose work again. Every keystroke and change is saved automatically, not just manual commits, giving you complete history.

Smart Branching & Merging

Create branches, manage tasks, and merge AI-generated code safely with built-in diff tracking and intelligent conflict resolution.

Track Every Change
with Smart Diffs

Code Review

Compliance audits and safety reviews demand a clear record of every modification. See exactly what changed, when it changed, and who changed it, with intelligent diff tracking that makes code review fast and reliable.

Line-Level Tracking

Every addition, deletion, and modification is tracked with precise line numbers and colour-coded indicators.

Full Audit Trail

Know who changed what, and when. Complete attribution on every commit for compliance and accountability.

DIFFsrc/control/start_motor.py+3-1@@ -6,8 +6,10 @@ class MotorController:6def start_motor(self, motor_id):7 """Start motor with interlock."""8 if not self.interlock.is_clear():9 raise SafetyFault("Not clear")-10 self.motor.enable(motor_id)+10 self.safety_check(motor_id)+11 self.motor.enable(motor_id)+12 self.log.info(f"Motor started")13 return MotorStatus.RUNNINGSMART DIFF

The Complete
DevOps Platform

DevOps

Most teams juggle three to five separate tools to get code from editor to edge device. That integration overhead is where projects stall. mutexer replaces the entire chain: develop, deploy, and manage, all within a single platform.

Rapid Development

Build, test, and debug applications in a browser-based IDE with AI code generation, 20+ language support, and integrated debugging tools.

Automatic Deployments

Push your code and let mutexer handle the rest. Automated builds, containerisation, and deployment to your devices in a single pipeline.

Manage Devices

Monitor, update, and manage your entire fleet of deployed devices from a single, intuitive dashboard in the Studio.

01DEVELOP02DEPLOYDocker containers · OTAARM64 · x86 (64bit) · edge devices03MANAGEFleet monitoring · updateshealth checks · audit trailITERATEDEVOPS CYCLE

Build with 20+
Languages

Languages

Use the right language for your application. Build with standard web frameworks and popular open-source libraries.

Get Started Explore Docs
20+SUPPORTED LANGUAGESPRIMARYPythonWEB HMIHTML5CSSJavaScriptTypeScriptReactVueSvelteDATASQLInfluxQLGraphQLSYSTEMSGoShell/BashDockerYAMLTOMLJSONSPECIALISTC++RustLuaRubyJavaC#LANGUAGE SUPPORT

Trusted by

CSIROCommSecurityDaikinRMIT University

Start building
industrial software

One platform replacing your PLC IDE, SCADA, and MES layer. From code to container to edge device, in a single workflow.

Start BuildingBook a Demo