Open Engineering Radar · Domain Registry · Opportunity Library · LLM Summary

Domain Registry

Agents select from these engineering domains before allocating GitHub search compute.

AI

AI agents, local LLM apps, evaluation, observability, model tooling, and AI-native workflows.

Robotics

Robot software and hardware stacks, ROS2, manipulation, navigation, vision, SLAM, and robot SDKs.

Hardware

Open hardware projects with PCB, BOM, schematics, firmware, enclosures, and reproducible builds.

Embedded

MCU, RTOS, firmware, FPGA-adjacent, ESP32, STM32, RP2040, RISC-V, and device-control projects.

Mechanical

Mechanical design, assemblies, motion systems, tools, jigs, fixtures, CNC parts, and manufacturable CAD.

Electronics

Test equipment, power supplies, signal tools, logic analyzers, lab electronics, and control boards.

Industrial Automation

PLC, SCADA, MES, factory data, digital twins, controls, robotics cells, and manufacturing automation.

CAD / CAE

CAD, CAE, CAM, EDA, parametric design, simulation, geometry kernels, and design automation.

3D Printing

3D printer hardware, slicer tools, firmware, mods, calibration, print farms, and printable products.

Cybersecurity

Security tooling, detection, vulnerability analysis, hardening, audit workflows, and compliance automation.

Developer Tools

Developer productivity, code intelligence, testing, build tooling, local automation, and team workflows.

Cloud & DevOps

Infrastructure, deployment, observability, platform engineering, CI/CD, Kubernetes, and cloud operations.

Data Infrastructure

Databases, ETL, analytics, streaming, vector infrastructure, data quality, and governance tools.

Bioinformatics

Genomics, lab automation, analysis pipelines, open instruments, microscopy, PCR, and scientific data workflows.

Scientific Computing

Numerical computing, simulation, research software, modeling, notebooks, HPC, and domain science tools.

Education

Teaching tools, lab kits, STEM learning, curriculum software, simulators, and learning operations.

Game Development

Game engines, creator tools, asset pipelines, modding, multiplayer backends, and interactive content tooling.

AR / VR

Spatial computing, XR interaction, tracking, rendering, simulation, training, and immersive workflows.

IoT

Connected devices, telemetry, MQTT, edge gateways, device fleets, sensors, and industrial/consumer IoT.

Blockchain

Optional coverage for crypto infrastructure, wallets, smart-contract tooling, custody, and audit workflows.