DEV Community

#edgeai

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
AquaAirX MATSYA Challenge 2026: Phase 1 Idea & Solution Report

AquaAirX MATSYA Challenge 2026: Phase 1 Idea & Solution Report

Comments
12 min read
MATSYA-Node: Our 4-Tier Core System Architecture to Win MATSYA 2026

MATSYA-Node: Our 4-Tier Core System Architecture to Win MATSYA 2026

Comments
5 min read
MATSYA-Node: Resolving the 3 Critical Field Questions (Weight, Camera Placement & Net Drop Detection)

MATSYA-Node: Resolving the 3 Critical Field Questions (Weight, Camera Placement & Net Drop Detection)

Comments
5 min read
MATSYA-Node: Complete System Architecture, Hardware Selection & Working Mechanism

MATSYA-Node: Complete System Architecture, Hardware Selection & Working Mechanism

Comments
8 min read
Stopping KV Secrets Leaks in Edge AI with Cloudflare Workers

Stopping KV Secrets Leaks in Edge AI with Cloudflare Workers

Comments
4 min read
Running Local ASR and TTS on RK3588 for Offline Voice Control

Running Local ASR and TTS on RK3588 for Offline Voice Control

Comments
1 min read
The Rise of Small Language Models: Why Smaller is Better for the Future of AI

The Rise of Small Language Models: Why Smaller is Better for the Future of AI

Comments
3 min read
Liquid Neural Networks: The AI That Adapts on the Fly

Liquid Neural Networks: The AI That Adapts on the Fly

Comments
1 min read
LFM2.5-24B-A2B on Your Own Hardware: The RAM, KV Cache and Bandwidth Budget

LFM2.5-24B-A2B on Your Own Hardware: The RAM, KV Cache and Bandwidth Budget

Comments
11 min read
New artificial intelligence system drives animals off roads and train tracks

New artificial intelligence system drives animals off roads and train tracks

Comments
2 min read
On-Device LLM Inference: The Tradeoffs Nobody Puts on the Spec Sheet

On-Device LLM Inference: The Tradeoffs Nobody Puts on the Spec Sheet

Comments
3 min read
EdgeEcho: Lock Your Phone, Touch Grass, and Let Edge AI Identify the Wild

Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass Submission 🌿

EdgeEcho: Lock Your Phone, Touch Grass, and Let Edge AI Identify the Wild

Comments 1
2 min read
OpenNVR 0.1.6 Is Out: Search Your Camera Footage in Plain English

OpenNVR 0.1.6 Is Out: Search Your Camera Footage in Plain English

1
Comments
2 min read
4-bit GGUF Quality for MoE Models: Why Only 3B of 180B Params Fire, and How to Prove Parity

4-bit GGUF Quality for MoE Models: Why Only 3B of 180B Params Fire, and How to Prove Parity

Comments
7 min read
Building an AI That Refuses to Say "Safe": Reliability Engineering for an Offline Disaster App

Building an AI That Refuses to Say "Safe": Reliability Engineering for an Offline Disaster App

Comments
7 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.