Local-First Vectors: How to Build Privacy-Preserving AI Apps without the Cloud
The Missing Piece for On-Device AI The world of AI is moving to the edge. With the rise of on-device models like Transformers.js, Gemma, an
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The Missing Piece for On-Device AI The world of AI is moving to the edge. With the rise of on-device models like Transformers.js, Gemma, an
The Problem AI robotics needs a new kind of database. Modern embodied AI applications generate multiple data formats simultaneously - vecto
I Built a Database for Robots — 5 Things Nobody Tells You About Edge AI Last year, I started building moteDB — an embedded multimodal datab
I have been building Rune over the past few weeks — a Rust-native AI runtime that acts as a personal agent gateway. It handles multi-provider routing,
There's a gap in the container orchestration world that nobody talks about. Docker Compose works for 1 server. Coolify and Dokploy give you a nice GU
Handling concurrent network connections requires managing lifecycles without blocking the event loop, which dictates high-throughput and fault isolat
The Vulnerability of "Convenience" By 2026, the average home runs over 50 connected devices. Most are built on shaky Python scripts or blo
TL;DR A lightweight Mac app that shows Android logcat in real-time GUI Press 🐣 on any log line → Gemini AI explains the cause and fix in s
Getting ONNX Runtime CUDA Working on NVIDIA Blackwell (GX10/DGX Spark) Or: How I spent 12 hours discovering that nobody ships GPU inference
A simple Rust panic — unwrap() on a None — produces a backtrace with 20-30 frames. Most are std::rt::lang_start, std::panicking::*, and core::result::
When we think about AI infrastructure, we picture massive GPU clusters, cloud databases, and API endpoints. But there's a blind spot that's becoming i
6.4.1. What Is if let? The if let syntax allows if and let to be combined into a less verbose way to handle a value that matches one patter
6.3.1. What Is match? match allows a value to be compared against a series of patterns and executes the code corresponding to the matching
6.2.1. What Is the Option Enum? It is defined in the standard library and included in the prelude (the pre-imported module). It is used to
6.1.1. What Is an Enum? Enums allow us to define a type by listing all possible values. This is similar to enums in other programming langu
Overview This article explores whether dependency injection (DI) can exist in Rust without sacrificing the language’s core philosophy of ze
Most AI tools feel disconnected. They don’t see your screen. They don’t understand what you're doing. So I built one that does. Meet Op
Your user asks for a weekly sales report. The LLM has four tools available: querying the database, aggregating data, calculating trends, and formattin
git diff shows you lines. But when you're reviewing code, you think in functions, classes, and methods. I built https://github.com/Ataraxy-Labs/sem,
A few weeks ago I had a working analysis engine written in Go, compiled to WASM. It worked. It was 60+ files, thousands of lines, battle-tested. And I