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Why MirrorNeuron

The missing layer between AI code and dependable execution.

Agent frameworks help you build prompts, tools, and reasoning flows. But once the work needs to run for hours, survive failures, involve humans, or operate on local and edge hardware, you still need to build the execution layer yourself.

YOUR WORKDefine what should happen.MIRRORNEURON RUNTIMEKeep it running dependably.Design a workflowYOUR COMPUTERun where the work belongs.

Launch the work. Stay in control.

Run, watch, pause, resume, and recover workflows through the SDK, CLI or API. MirrorNeuron handles environment setup, model readiness, resource allocation, checkpoints, and the rest of the workflow execution lifecycle.

Workflow first

Dependable AI starts with a workflow.

Prompts are good for exploration. Operational work needs explicit steps, durable state, and clear control boundaries. MirrorNeuron keeps that structure while allowing AI to reason and adapt inside it.

Open-ended agent
Workflow-first
01goal
01procedure
02model
02AI judgment
03decide next action
03controlled execution
04result
04result

Flexible intelligence. Dependable execution.

Built for the local AI

Your PC is not a small cloud.

On your machines, resources are limited and conditions change. MirrorNeuron handles resource constraints, hardware differences, interruptions, state, and recovery as part of execution.

memory limits
hardware differences
network drops
process restarts
Dependable execution from MirrorNeuron

Start with one machine. Add more when needed.

Connect your machines into one resource pool.

Mac
Linux
Windows

One resource pool

GPUCPUMemory

Mac, Linux, Windows connected in a ring, sharing GPU, CPU, and memory.

Try it now

>_Install MirrorNeuron
$ curl -fsSL https://mirrorneuron.io/install.sh | bash