Mapping the Abelard Snazz feedback loop
philfung/awesome-reliable-robotics
Robotics research demonstrating reliability and robustness in the real world (continuously updated)
Flywheel Effect: Why Positive Feedback Loops are a Meta-Competitive Advantage
A fascinating adventure through Competitive Advantages, Mental Models, and practical lessons for operators. Also lots of fun pictures here!
Discovery Loop — Continuous Exploration
Discovery Loop is building AI systems that automate the experimental loops of science and engineering. Continuous Exploration.
Microduck - A tiny biped robot you can teach new tricks | Pollen Robotics
Microduck is a 25 cm biped robot with 15 motors, a camera, LiDAR and a grasping beak. Playable out of the box, and its open-source stack lets you train new behaviours in simulation and run them on the robot. Pre-order at $399.
1678 Citrus Circuits 2026 CAD and Robot Code Release
Citrus Circuits is proud to release our 2026 Robot CAD and Code resources. Please feel free to add any questions/comments/feedback about the robot to this thread, we’ll be monitoring this space and responding ASAP. For questions relating to our scouting and strategy resources, we’ve created a separate thread for those question, please ask those questions pertaining to scouting/strategy in that thread. Best, -Mike
Multimodal Signals | Spiral
Turn raw robot data into exact, tested, and versioned datasets for training and evaluation. Search synchronized streams down to the moment and stream reviewed windows directly to GPUs.
Team 177 & 429 | Bobcat Robotics Program | 2026-2027 Build Thread
Bobcat SystemClone: Getting a Head Start Before SystemCore Ships No Systemcore? No problem. Every summer, we run developer projects to get our programmers comfortable with whatever WPILib has changed before the season actually starts. This year that meant getting hands-on with the new Systemcore-based control system early — except Systemcore isn’t available for teams to purchase yet, and FIRST hasn’t given a timeline for when that changes. Rather than wait around for an ETA, we built our own....
Crazy Roomba — Small robot. Big trouble.
Boost, drift, and vacuum your way from a tiny apartment to the moon. Play Crazy Roomba in your browser and race the daily leaderboard.
Rachel Thomas on Twitter / X
"We argue for a reorientation from autonomous to human-centered coding agents: systems designed not only to complete tasks, but to collaborate effectively with people."@ZhiruoW @jyangballin @KLierethttps://t.co/ncWiAUxwbo 1/— Rachel Thomas (@math_rachel) October 20, 2026
Tom Costello on Twitter / X
Apropos of everything here’s my uninformed idea for alignment: homeostatic mechanisms (control systems / cybernetics) that force a system to optimize for satiation and normal-range variation (rather than maximization) across a set of goals such that, if any one of them were…— Tom Costello (@tomstello_) September 9, 2026
Loop Engineering | AddyOsmani.com
You don't really need to be good at prompting anymore. The thing to get good at is the loop that does the prompting for you. It's five building blocks plus s...
MolmoAct 2: An open foundation for robots that work in the real world | Ai2
MolmoAct 2 is a fully open robotics foundation model that brings faster, stronger 3D action reasoning to real-world robot tasks, alongside a major new bimanual manipulation dataset for researchers to study, reproduce, and build on.
Nebius.Build | OpenClaw + Robotics Hackathon
OpenClaw + Robotics hackathon powered by Nebius. Build, demo, and win awards. March 15, San Francisco, CA.
