Skip to main content

Runtime Governance Philosophy

What is Runtime Governance?​

Runtime Governance is an engineering system designed to continuously observe, organize runtime evidence, and reuse historical investigation experience.

Its goal is not to replace engineers, but to make the investigation of every Runtime Execution Failure (REF) faster, standardized, and reusable.

Atlas transforms runtime investigation from a one-off engineering activity into a continuously accumulating organizational capability.

The Mission of Atlas

Robots operate in diverse environments every day.

The real challenge is not collecting data, but quickly locating event-relevant evidence within vast amounts of runtime data.

The mission of Atlas is:

To organize massive runtime data into navigable, reusable, and continuously accumulating engineering assets.

Atlas First Principles

The design of Atlas adheres to the following five principles.

1. Evidence Before Opinion​

Any investigation should be built upon runtime evidence, not empirical guesswork.

2. History Before Reinvention​

For every new REF, Historical RGA should be recalled first.

Engineering teams should begin investigations from existing experience, rather than repeating work that has already been completed in the past.

3. Engineers Make Decisions​

Atlas does not replace engineers.

Atlas is responsible for:

  • Observing
  • Persisting
  • Organizing
  • Retrieving
  • Correlating

Final investigation conclusions are always confirmed by engineers.

4. Organizational Knowledge Compounds​

After every investigation is completed:

  • Investigation Result (IR)
  • Lesson Learned (LL)
  • Runtime Governance Asset (RGA)

All become organizational assets.

The next time a similar event occurs, they can be directly reused.

Organizational capability compounds continuously with every investigation.

5. Standardized Investigation​

Different engineers should adopt the same investigation workflow.

Atlas standardizes the investigation process, including:

  • Runtime Dataset
  • Evidence Pack
  • Historical RGA Recall
  • Investigation Context
  • Investigation Result
  • Lesson Learned
  • Ticket Closure

The Role of Atlas

Atlas is Runtime Governance Infrastructure.

Atlas is not responsible for robot business logic, nor algorithm development.

Atlas sits between Sensors and Applications.

Sensor
    │
Power / Bus
    │
Linux Runtime
    │
Driver
    │
ROS Topic
    │
Application

Atlas is responsible for organizing evidence along this runtime boundary.

What Atlas Does Not Do

Atlas is NOT responsible for:

  • Root Cause Confirmation
  • Liability Assignment
  • Automated AI Diagnosis
  • Robot Navigation
  • Motion Control
  • SLAM
  • AI Algorithms

These tasks remain the responsibility of engineering teams.

The Value of Atlas

The value Atlas delivers includes:

  • Faster runtime issue localization
  • Reduced repetitive investigation
  • Construction of organizational knowledge bases
  • Improved cross-team collaboration efficiency
  • Transformation of single investigations into long-term assets

The goal of Atlas is not to reduce headcount, but to enable engineers to focus more time on product innovation rather than repetitive troubleshooting.

Philosophy Summary

Atlas adheres to the following principles:

  • Evidence before Opinion
  • History before Reinvention
  • Engineers Make Decisions
  • Organizational Knowledge Compounds
  • Standardized Investigation

Every runtime investigation should serve as the starting point for the next investigation, not the endpoint.

Next Reading

  • Why Atlas
  • Runtime Governance Principle