Hardware
Introduction: Structure Enables Velocity At Hoomanely, our vBus architecture isn't just about electrical interfaces and modular hardware—it's a complete design philosophy that extends into every aspect of how we organize, manage, and deliver our products. As our ecosystem has grown to encompass dozens of SoM
AI
When an AI feature behaves well, it feels effortless: the user asks a question, the model replies, and everything “just works.” But under that smooth surface, LLM calls are some of the most complex operations in your stack: huge prompts, variable latency, opaque provider behavior, and costs that can drift
Firmware
Introduction Linux powers everything from routers and EV chargers to drones, cameras, industrial machines, and the modern edge-AI stack. But behind every peripheral that "just works" lies a device driver — the thin layer of software that lets hardware talk to the Linux kernel. For new embedded engineers, Linux
Software
Modern smartphones are incredible content creation machines. They capture stunning photos and silky-smooth videos—but this power creates a significant challenge for mobile app developers. A single iPhone photo can be 12MB. A 30-second 4K video? Easily 150MB. When users tap "upload," they expect instant results, but backend
Firmware
A technical guide to shrinking IoT telemetry without breaking edge systems or cloud pipelines. Introduction IoT and embedded systems generate telemetry that overwhelms traditional networks. Sensor readings, actuator states, health logs, diagnostics, and event traces strain: * Wireless bandwidth * MCU flash wear from local buffering * Cloud ingestion pipelines At Hoomanely, telemetry
AI
Introduction: Why We Needed a Question Classifier At Hoomanely, we receive thousands of pet‑related questions across health, behaviour, grooming, food, training and more. These queries help us understand what pet parents care about-and where our product needs to improve. But manually reviewing every question is slow, inconsistent, and impossible
In the world of IoT devices, particularly in pet health monitoring systems, reliable wireless connectivity isn't just a nice-to-have—it's mission-critical. When your device needs to simultaneously stream real-time health data over Wi-Fi while maintaining BLE connections to multiple sensors, the challenge of wireless coexistence becomes
Software
Modern apps depend on instant communication between systems — payment gateways, shipping partners, analytics tools, marketing automation, and your own backend. Webhooks are the invisible mechanism that makes all of this work in real time. If APIs are pull-based (you ask for data), webhooks are push-based — the other system sends data
AI
LLM features usually start life in a happy place: a handful of users, low traffic, and plenty of quota. Latency looks fine, tokens are cheap, logs are quiet. Then a product launch, a marketing campaign, or a new “Ask AI” button lands — and suddenly your once-stable service is drowning in
Hardware
At Hoomanely, our vBus modular architecture isn't just about physical connectors and pin-out standards—it extends deep into how we design, document, and communicate about our systems. One of our most powerful innovations is the standardization of net names across every schematic in our entire product ecosystem. Every