Triton-Robotics/TR-mbed
Apr 2025 – May 2026
10 Months active
Languages Used
C++JLink ScriptMakefileMarkdownNoneCMakeYAML
Technical Skills
C++Control SystemsEmbedded SystemsOdometryPID ControlRobotics
arugoa
PROFILE
Arugoa
Over ten months, contributed to the Triton-Robotics/TR-mbed repository by developing 38 features focused on autonomous robotics, embedded systems, and real-time control. Leveraging C++ and CMake, implemented modular subsystems for chassis, turret, and shooter control, integrating sensor fusion, odometry, and PID tuning to enhance navigation accuracy and system responsiveness. Improved deployment workflows with cross-platform build tools and CI/CD, while refactoring core architectures for maintainability and scalability. Addressed stability through encoder handling, mutexing, and documentation updates, and enabled remote operation via robust communication protocols. The work established a reliable, extensible foundation for teleoperation, autonomy, and future robotics development.
Overall Statistics
Feature vs Bugs
95%Features
Repository Contributions
85Total
Bugs
2
Commits
85
Features
38
Lines of code
431,441
Activity Months10
Your Network
14 peopleShared Repositories
14
Work History
May 2026
1 Commits • 1 Features
May 1, 2026Month: 2026-05 — Triton-Robotics/TR-mbed Key delivery - Chassis Subsystem Yaw and Turret Tuning: Refactor of encoder handling in the ChassisSubsystem and turret configuration adjustments to improve yaw calculations and turret performance. Impact and outcomes - Increased yaw accuracy and turret responsiveness under load, improving autonomous stability and mission readiness. - Reduced calibration overhead and drift risk through encoder-handling improvements. Bugs and resilience - No major bugs fixed this month in TR-mbed; encoder refactor mitigated potential inconsistencies affecting yaw and turret behavior. Technologies and skills demonstrated - Embedded C++, real-time control, encoder integration, subsystem refactoring, and configuration tuning; strong version control discipline with focused commits.
1 Commits • 1 Features
May 1, 2026Month: 2026-05 — Triton-Robotics/TR-mbed Key delivery - Chassis Subsystem Yaw and Turret Tuning: Refactor of encoder handling in the ChassisSubsystem and turret configuration adjustments to improve yaw calculations and turret performance. Impact and outcomes - Increased yaw accuracy and turret responsiveness under load, improving autonomous stability and mission readiness. - Reduced calibration overhead and drift risk through encoder-handling improvements. Bugs and resilience - No major bugs fixed this month in TR-mbed; encoder refactor mitigated potential inconsistencies affecting yaw and turret behavior. Technologies and skills demonstrated - Embedded C++, real-time control, encoder integration, subsystem refactoring, and configuration tuning; strong version control discipline with focused commits.
May 2026
April 2026
6 Commits • 1 Features
Apr 1, 2026Monthly summary for 2026-04 focusing on Triton-Robotics/TR-mbed work. Delivered core Sentry robot improvements (IMU handling, sensor fusion updates, turret/chassis control refinements) and restored TestBench to baseline functionality. The changes improve reliability, accuracy, and maintainability, supporting higher-quality demonstrations and field performance.
April 2026
6 Commits • 1 Features
Apr 1, 2026Monthly summary for 2026-04 focusing on Triton-Robotics/TR-mbed work. Delivered core Sentry robot improvements (IMU handling, sensor fusion updates, turret/chassis control refinements) and restored TestBench to baseline functionality. The changes improve reliability, accuracy, and maintainability, supporting higher-quality demonstrations and field performance.
March 2026
6 Commits • 2 Features
Mar 1, 2026March 2026: Delivered substantive control system enhancements for the Infantry Robot in TR-mbed, standardized firmware build and CI practices for the NUCLEO_F446RE platform, and improved testing stability. Key outcomes include refined motor speed calculations, yaw handling refinements, chassis and turret optimization, sensor integration, and shooter tuning that collectively boost responsiveness and accuracy. A yaw stabilization fix prevents snapping in off state, and testbench code was relocated to the infantry module to streamline testing and maintenance. CI/workflow improvements reduce release friction and improve documentation, enabling repeatable, reliable deployments across the team.
6 Commits • 2 Features
Mar 1, 2026March 2026: Delivered substantive control system enhancements for the Infantry Robot in TR-mbed, standardized firmware build and CI practices for the NUCLEO_F446RE platform, and improved testing stability. Key outcomes include refined motor speed calculations, yaw handling refinements, chassis and turret optimization, sensor integration, and shooter tuning that collectively boost responsiveness and accuracy. A yaw stabilization fix prevents snapping in off state, and testbench code was relocated to the infantry module to streamline testing and maintenance. CI/workflow improvements reduce release friction and improve documentation, enabling repeatable, reliable deployments across the team.
March 2026
February 2026
6 Commits • 3 Features
Feb 1, 2026February 2026 monthly summary for Triton-Robotics TR-mbed focused on delivering remote-operable capabilities across Hero and Infantry platforms, stabilizing core control loops, and tightening shooter reliability. The work enabled flexible, safer remote operation and set a foundation for scalable teleoperation.
February 2026
6 Commits • 3 Features
Feb 1, 2026February 2026 monthly summary for Triton-Robotics TR-mbed focused on delivering remote-operable capabilities across Hero and Infantry platforms, stabilizing core control loops, and tightening shooter reliability. The work enabled flexible, safer remote operation and set a foundation for scalable teleoperation.
January 2026
14 Commits • 3 Features
Jan 1, 2026Month: 2026-01 — Triton-Robotics/TR-mbed Key features delivered: - Turret, OmniWheel, and Chassis Control Evolution: Consolidated improvements to turret control, chassis management, and omniwheel integration with enhanced yaw/pitch handling, motor configurations, initialization flows, and subsystem coordination. Notable milestones include omniwheel subsystem integration with the turret subsystem; Turret working checkpoint; and baseline units/subsystems coordination scaffolding. - Shooter and IMU Integration and Tuning: Implemented Working ShooterSubsystem, added BNO055 read() functionality, and continued PID/config refinement to enable accurate targeting and reliable firing, with IMU integration progressing toward full subsystem coverage. - Jetson Integration and Base Robot Framework: Jetson checkpoint established, base loop structure implemented, modularity improvements, and repository housekeeping to streamline future iterations. Major bugs fixed and stability improvements: - Build stabilization: resolved a blocking flash/build issue related to a broken CMake path while incorporating initial inf.cpp scaffolding. - Sensor integration stability: added IMU read() support (BNO055) and integrated into the main loop to enable reliable sensing and targeting. Overall impact and accomplishments: - Delivered a modular, scalable control fabric for turret, drive, and shooter subsystems, enabling faster feature delivery and more reliable testing for teleop/autonomy scenarios. - Established Jetson-powered autonomy groundwork and base robot framework, laying the foundation for perception/planning integrations and improved cross-team collaboration. Technologies/skills demonstrated: - Embedded C++ design, real-time control loops, and subsystem coordination. - PID tuning, sensor integration (IMU/BNO055), and heat management considerations. - Jetson integration groundwork, repository hygiene, and build-system troubleshooting. Top achievements: - Turret/OmniWheel/Chassis control evolution with integrated subsystems and checkpoints. - ShooterSubsystem implementation with IMU integration (BNO055). - Jetson integration checkpoint and base loop groundwork. - Build stabilization enabling reliable development iterations.
14 Commits • 3 Features
Jan 1, 2026Month: 2026-01 — Triton-Robotics/TR-mbed Key features delivered: - Turret, OmniWheel, and Chassis Control Evolution: Consolidated improvements to turret control, chassis management, and omniwheel integration with enhanced yaw/pitch handling, motor configurations, initialization flows, and subsystem coordination. Notable milestones include omniwheel subsystem integration with the turret subsystem; Turret working checkpoint; and baseline units/subsystems coordination scaffolding. - Shooter and IMU Integration and Tuning: Implemented Working ShooterSubsystem, added BNO055 read() functionality, and continued PID/config refinement to enable accurate targeting and reliable firing, with IMU integration progressing toward full subsystem coverage. - Jetson Integration and Base Robot Framework: Jetson checkpoint established, base loop structure implemented, modularity improvements, and repository housekeeping to streamline future iterations. Major bugs fixed and stability improvements: - Build stabilization: resolved a blocking flash/build issue related to a broken CMake path while incorporating initial inf.cpp scaffolding. - Sensor integration stability: added IMU read() support (BNO055) and integrated into the main loop to enable reliable sensing and targeting. Overall impact and accomplishments: - Delivered a modular, scalable control fabric for turret, drive, and shooter subsystems, enabling faster feature delivery and more reliable testing for teleop/autonomy scenarios. - Established Jetson-powered autonomy groundwork and base robot framework, laying the foundation for perception/planning integrations and improved cross-team collaboration. Technologies/skills demonstrated: - Embedded C++ design, real-time control loops, and subsystem coordination. - PID tuning, sensor integration (IMU/BNO055), and heat management considerations. - Jetson integration groundwork, repository hygiene, and build-system troubleshooting. Top achievements: - Turret/OmniWheel/Chassis control evolution with integrated subsystems and checkpoints. - ShooterSubsystem implementation with IMU integration (BNO055). - Jetson integration checkpoint and base loop groundwork. - Build stabilization enabling reliable development iterations.
January 2026
December 2025
26 Commits • 14 Features
Dec 1, 2025December 2025: Delivered architectural modernization and core capabilities for the Triton-Robotics TR-mbed repository, driving reliability, scalability, and faster feature delivery. Implemented Jetson class integration with successful builds, established global state/constants, and introduced a robust subsystem/header architecture to improve maintainability. Completed end-to-end motor and IO capabilities (DJI Motor Control Integration, StmIO integration) and expanded drive capabilities with the OmniWheelSubsystem, while strengthening system-wide correctness through mutexing refactor and a major Referee system overhaul. Documented progress with README updates and introduced unit conversion utilities, setting the stage for multiturn planning and interrobot UI work.
December 2025
26 Commits • 14 Features
Dec 1, 2025December 2025: Delivered architectural modernization and core capabilities for the Triton-Robotics TR-mbed repository, driving reliability, scalability, and faster feature delivery. Implemented Jetson class integration with successful builds, established global state/constants, and introduced a robust subsystem/header architecture to improve maintainability. Completed end-to-end motor and IO capabilities (DJI Motor Control Integration, StmIO integration) and expanded drive capabilities with the OmniWheelSubsystem, while strengthening system-wide correctness through mutexing refactor and a major Referee system overhaul. Documented progress with README updates and introduced unit conversion utilities, setting the stage for multiturn planning and interrobot UI work.
November 2025
11 Commits • 5 Features
Nov 1, 2025Concise monthly summary for 2025-11 highlighting delivered features, major fixes, impact, and technical proficiency across the Triton-Robotics/TR-mbed project. Focused on business value, safety, and maintainability with modular architectures and performance improvements.
11 Commits • 5 Features
Nov 1, 2025Concise monthly summary for 2025-11 highlighting delivered features, major fixes, impact, and technical proficiency across the Triton-Robotics/TR-mbed project. Focused on business value, safety, and maintainability with modular architectures and performance improvements.
November 2025
October 2025
7 Commits • 4 Features
Oct 1, 2025October 2025 – Triton-Robotics/TR-mbed: Implemented precision yaw control improvements for Infantry, introduced cascaded PID for DJIMotor with chassis RPM, enhanced deployment tooling with JLink scripts and cross-platform Makefiles, and expanded debugging/docs with Ozone debugger guide. These initiatives improve control accuracy, robustness against external disturbances, streamline deployment, and shorten troubleshooting time, enabling safer autonomous operations and faster iteration.
October 2025
7 Commits • 4 Features
Oct 1, 2025October 2025 – Triton-Robotics/TR-mbed: Implemented precision yaw control improvements for Infantry, introduced cascaded PID for DJIMotor with chassis RPM, enhanced deployment tooling with JLink scripts and cross-platform Makefiles, and expanded debugging/docs with Ozone debugger guide. These initiatives improve control accuracy, robustness against external disturbances, streamline deployment, and shorten troubleshooting time, enabling safer autonomous operations and faster iteration.
June 2025
7 Commits • 4 Features
Jun 1, 2025June 2025 monthly summary for Triton-Robotics/TR-mbed. Delivered a cohesive set of features and stability improvements across jetson integration, computer vision communication, autonomous navigation, and thermal management. Key outcomes include robust Jetson data handling, streamlined CV data paths, waypoint-based navigation with refined odometry, and extended sustained firing through heat management optimization.
7 Commits • 4 Features
Jun 1, 2025June 2025 monthly summary for Triton-Robotics/TR-mbed. Delivered a cohesive set of features and stability improvements across jetson integration, computer vision communication, autonomous navigation, and thermal management. Key outcomes include robust Jetson data handling, streamlined CV data paths, waypoint-based navigation with refined odometry, and extended sustained firing through heat management optimization.
June 2025
April 2025
1 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for Triton-Robotics/TR-mbed: Delivered key motion control improvements enabling precise autonomous operation. Major deliverables include odometry enhancements, PID tuning across multiple motors, and the integration of automated autonomous sequences with a testbench and beyblading mode. No standalone bug fixes were recorded; bug resolution efforts were encompassed in the feature work to improve stability and movement precision. The work provides a solid foundation for reliable autonomous movement and repeatable test runs, enabling faster iteration and higher quality motion control.
April 2025
1 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for Triton-Robotics/TR-mbed: Delivered key motion control improvements enabling precise autonomous operation. Major deliverables include odometry enhancements, PID tuning across multiple motors, and the integration of automated autonomous sequences with a testbench and beyblading mode. No standalone bug fixes were recorded; bug resolution efforts were encompassed in the feature work to improve stability and movement precision. The work provides a solid foundation for reliable autonomous movement and repeatable test runs, enabling faster iteration and higher quality motion control.
Activity
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Quality Metrics
Correctness84.2%
Maintainability82.8%
Architecture81.8%
Performance79.6%
AI Usage23.2%
Skills & Technologies
Programming Languages
C++CMakeJLink ScriptMakefileMarkdownNoneYAML
Technical Skills
Autonomous NavigationBuild SystemsC++C++ developmentC++ programmingCAN bus communicationCI/CDCMakeComputer Vision IntegrationControl SystemsCross-Platform DevelopmentDebuggingDeploymentDocumentationEmbedded Systems
Repositories Contributed To
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