Software
QR codes are everywhere — on packages, devices, posters, logistics labels, pet tags, food packets, and even inside manufacturing lines. But in operations, QR codes aren't just a convenience. They are the backbone of how fast, reliable, and error-proof your workflows become. In warehouses, fulfillment centers, D2C shipping, field
Firmware
Designing LED status indicators seems simple pick some colors, map them to states, and call it a day. But anyone who has deployed IoT devices in real homes, clinics, or outdoor environments knows that LED semantics can become a source of confusion, support tickets, and misdiagnosis if not engineered with
Software
Point your phone at a pet food label. Within seconds, you get a breakdown of ingredients, allergen warnings, and nutritional insights—without manually reading tiny text or squinting under store lighting. This isn't science fiction. It's the kind of AI-powered mobile experience users now expect, and
Hardware
Introduction: Designing for Real-World Environments At Hoomanely, our vBus modular architecture delivers sophisticated functionality in compact form factors. This integration density brings a fundamental engineering challenge: managing heat generation from high-performance components while protecting sensitive electronics from environmental moisture. Our approach to thermal and moisture management isn't an
Software
If you've been building backend systems for long enough, you know the truth: cron jobs quietly run half the internet. From sending daily emails to clearing abandoned carts to generating insights, cron is the invisible automation layer behind most products. But "cron" in 2025 looks nothing
AI
Retrieval-Augmented Generation (RAG) systems rarely fail loudly. They fail in subtler, stranger ways: a support answer sounds different today than yesterday; a troubleshooting step the assistant always got right suddenly drifts; or the bot becomes strangely confident about something no one remembers teaching it. When you dig deeper, the underlying
Software
Refine SSR in App Router Building predictable, low-latency SSR pipelines with Refine.dev and the Next.js App Router Server-Side Rendering (SSR) in Next.js App Router is powerful—and deceptively easy to misuse. A misplaced await, an auth check in the wrong component, or scattered data fetching can silently
Firmware
Introduction Imagine a pet healthcare system that can detect subtle changes in your pet's gait, identify early signs of skin conditions, monitor breathing patterns during sleep, or track behavioral changes that signal discomfort — all through intelligent vision processing happening at the edge. This isn't science fiction.
Software
If you’ve ever shipped a RAG system into production, you already know the uncomfortable truth: these systems don’t fail dramatically. They fail quietly. No alarms. No error stacks. No catastrophic crashes. One day the answers simply aren’t as sharp as they used to be. The assistant feels
Hardware
Introduction: Visibility is Reliability At Hoomanely, we design systems that work—but we also design systems that can be understood when they're working, diagnosed when behavior seems unexpected, and brought up efficiently during development. This philosophy led us to establish a fundamental design principle: every vBus module includes