AI Tools 64% 1 min readJul 7, 2026, 6:51 PM

Building a physical API

30-second summary

A developer built a Rust-based system that converts raw CAN bus traffic from a robot into structured telemetry via a physical API, enabling real-time monitoring and control.

Building a physical API
Key takeaways
  • A Rust daemon named Sentinel converts raw CAN bus traffic from a robot into structured telemetry data.
  • The system uses a time-series database to store telemetry and Grafana for real-time dashboards and alerts.
  • A live 3D model of the robot arm mirrors its physical state, enabling intuitive control and monitoring.
  • This approach bridges industrial robotics hardware with modern software practices for better observability.
Full story

A developer documented their process of creating a physical API for a robot by leveraging a Rust daemon named Sentinel. This daemon listens to the robot's CAN bus traffic, transforming it into structured telemetry data. The system integrates a time-series database to store this data, Grafana for real-time dashboards and alerts, and a control plane featuring a live 3D model of the robot arm that mirrors its physical counterpart in real time.

The approach highlights a novel way to bridge low-level robotics hardware with high-level software interfaces, enabling developers to monitor, analyze, and control robotic systems more effectively. By abstracting CAN bus data into a standardized API, the project demonstrates how traditional industrial robotics can adopt modern software practices for better observability and automation.

Source: Building a physical API. Read the full piece at the source.

Why this matters
Developers

Provides a practical method to integrate robotics hardware with software systems using Rust and time-series databases.

Businesses

Offers a pathway to modernize legacy robotics systems with real-time monitoring and control capabilities.

Everyone

Demonstrates how low-level robotics data can be transformed into actionable insights.

Glossary
CAN bus
Controller Area Network bus, a robust vehicle bus standard designed to allow microcontrollers and devices to communicate with each other.
telemetry
Automated communications processes by which measurements and other data are collected at remote points and transmitted to receiving equipment for monitoring.
Sources · 1
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