Official announcements, forum rules, and how this space works. New here? Read the pinned welcome first. Staff post; students reply.

New students say hello, set up your account, and learn how the forum, online classroom and online judge fit together. No question is too basic.

AP CSA (Java) and AP CSP, aligned to the College Board curriculum. Coursework help, weekly lab questions, FRQ practice and mock-exam discussion. Earn university credit before you graduate.

Training for CCC junior & senior, USACO and CSP-J/S — weekly problem sets, contest strategy and post-contest discussion. Do NOT post solutions to a contest while it is still running.

LEGO Mindstorm, MakeBlock and BrickPi — build, program and compete with real robots. Builds, wiring, sensors and competition teams. Photos and videos of your builds welcome.

Modern AI from first principles with PyTorch — tensors, training loops, and projects like Ultralytics YOLO. Share notebooks, results, and where your model went wrong.

How LLMs work and how to build with them responsibly — DeepSeek, Hugging Face and Llama. The technology behind ChatGPT and Claude, hands-on.

Teach computers to see: OpenCV, FFmpeg and GStreamer — real-time vision and video-processing projects. Bring your pipeline and your results.

Arduino-class embedded programming: ESP32 and Arduino — sensors, motors, serial comms and real hardware projects. Code that touches the physical world.

Embedded Linux on Raspberry Pi, NVIDIA Jetson and Luckfox — the OS and command line that power real robots. Setup, drivers and on-device compute.

Show off what you built — robots, vision systems, contest solutions, side projects. Demo videos and write-ups welcome. Mirrors the Demos page on the main site.

Questions about the Longer Vision online judge (ide.longervision.ca): submissions, verdicts (AC/WA/TLE), environment setup and year-round practice. Bug reports welcome.