SENTINEL

mentions 2 type Organization feed RSS

// recent coverage 2 mentions

14:45

2026-09-17

dev.to

computer-vision

WiFi off, model running: what broke (and what shipped) building YOLO26 on MLX

A two-person team built SENTINEL, a single-file, fully offline on-device posture attention map that runs YOLO26n at roughly 16 FPS at 720p on an M4 Mac with WiFi physically disabled. Engineer Igor Edu…

16:37

2026-06-30

dev.to

large-language-models

"Memory adherence is a systems problem. So which model lets you build the system?"

A developer reports that memory adherence is a systems problem, not a prompting problem, and that the key difference between model families is the control surface they offer. Claude provides a full la…

// co-occurs with top 8 entities

Claude 1 GPT 1 Gemini 1 Grok 1 Codex 1 Igor Eduardo 1 Lexi Armstrong 1 YOLO26 1

// topics top 6 topics

developer tools 2 large language models 1 ai research 1 computer vision 1 ai tools 1 machine learning 1