
Snap Spectacles plus Unitree Go2: open-source AR…
Johannes Tscharn's MIT-licensed stack streams LiDAR into Snap Spectacles, sends nav goals over WebSocket port 8787, and runs manual or voice-agent modes on a MacBook with DimOS.
Notes from the trenches on AI engineering, LLM apps, and the full-stack work that holds it all together.

Johannes Tscharn's MIT-licensed stack streams LiDAR into Snap Spectacles, sends nav goals over WebSocket port 8787, and runs manual or voice-agent modes on a MacBook with DimOS.

Solo coding agents like Claude Code and Cursor are brilliant for one power user. At team scale, context compaction, siloed memory, and local credentials turn small wins into operational risk.

Starcloud's Series A extension values the orbital data center startup at $2.3B. Nvidia and Cisco joined Manhattan West on a round meant to fund manufacturing, launches, and the Vera Rubin Space-1 chip partnership.

Meta and Oxford's VGGT-Omega is a CVPR 2026 oral that cuts GPU training memory by roughly 70%, scales to 10B parameters, and beats optimization pipelines on dynamic scenes. Here's what changed and how I'd evaluate it before betting a product on feed-forward 3D.

Vitestro's Aletta received FDA De Novo authorization for autonomous phlebotomy: vein imaging, needle insertion, tube swaps, and bandaging. I unpacked the trial numbers and what a 1-to-3 staffing model means for clinics.

Waymo revealed a purpose-built 5nm ASIC for front-end sensor processing, 1,000+ TOPS onboard, and 20x compute scaling in eight years. I mapped what that means for anyone shipping physical AI at the edge.

Lance is ByteDance's Apache 2.0 unified multimodal model at 3B active parameters. It handles captioning, VQA, text-to-video, and multi-turn edits in one framework, trained on 128 A100s. Here's what that means if you ship generative media.

Dot can drive 20 mph on roads and sidewalks, but it cannot pick up a bag at the counter. DoorDash's Phoenix pilot pays gig workers to bridge that gap. That handoff problem shows up in every ops automation project.