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Research Tools

Shared instrumentation, simulation and notebooks

A common platform for the tools every branch rebuilds: simulation, measurement, capture, experiment tracking.

Why it exists

Every branch needs the same loop. Building it once separates research that accumulates from research that restarts.

What it is meant to be

  • One toolchain across every branch
  • Results and instrument data carry provenance
  • Agent access through the same interface boundary products use
  • A closed loop from question back to next experiment

Current milestone

Define the shared simulation and measurement layer. Kept shallow until a branch is blocked.

  • PLANNEDPlatform design

Long term direction

A platform where a question, its data, analysis and conclusion stay attached.

The tool family

Concept stage. None of these exist.

  • ME Lab Bench

    Hardware conceptPower, sensing and capture built into the bench
  • Scientific Notebook

    SoftwareResults with provenance. Negative results are first class
  • Autonomous Microscope

    Hardware conceptUnattended scans, returned with their conditions
  • Simulation Environment

    SoftwareThe cheap version, before materials or machine time
  • Sensor Tiles

    Hardware conceptMeasurement placed anywhere, no new data path
The loop they serve
  1. Question
  2. Simulation
  3. Experiment
  4. Sensing
  5. Analysis
  6. Notebook
  7. Next experiment

The notebook decides the next question.