No matter how polished your app's UI is, a single crash can shatter user trust instantly. Users don't file bug reports, they uninstall. That's where Firebase Crashlytics comes in. It's more than a crash reporter, it's a real-time, intelligent insight
Flutter has revolutionised mobile development with its cross-platform capabilities and beautiful UI toolkit. But as your app grows beyond a few screens, you quickly realise UI code alone isn't enough. You need structure, separation of concerns, and a clear architectural pattern. At Hoomanely, building pet healthcare technology that
In modern imaging pipelines, especially ones running on edge devices, every byte matters. When an embedded system captures images, those images have to travel through limited memory, constrained communication buses, and strict power budgets. Large image payloads degrade system performance, slow down recovery pipelines, and create unpredictable behavior. To keep
Real-world lessons from transitioning parallel to serial camera architectures in production embedded systems Imagine an industrial vision system built around a high-performance MCU and a 1 MP camera using the traditional parallel interface, DCMI. It worked, until thermal sensors, proximity modules, and wireless connectivity landed on the same board. Suddenly
In hardware, the real deadline is not when the firmware compiles or the prototype boots. The real deadline is when your manufacturer loads your files into their pick-and-place line, because that's when surprises cost money. At Hoomanely, we build connected pet hardware, weight-sensing bowls, pet trackers, BLE sensor
Your sensors never sleep. An IMU chirps at 100-200Hz, a load cell hums at 10-100Hz, a microphone races at kilohertz. The instant you do real work, FIR/IIR filtering, debouncing, feature extraction, on the main isolate, your once-silky Flutter UI starts to stutter. The jank isn't a bug
Community groups power some of the most engaging features in modern apps, from fitness communities to professional networks. But building a safe, scalable group membership system is harder than it looks. Unlike ephemeral chat groups focused on real-time messaging, community groups are persistent spaces where members build lasting relationships and
Introduction When you look at something, your brain merges two slightly different images from your eyes to work out depth and distance without any real effort. Getting a machine to do the same thing is a lot harder. At Hoomanely, stereo vision is central to how we read depth, shape,
Monolithic firmware scales linearly in features but exponentially in complexity. When building IoT devices that integrate multiple sensors, accelerometers, GPS modules, barometers, LoRa communication, and more, a firmware project built as one giant directory quickly becomes unmanageable. It creates compilation bottlenecks (change one sensor driver, recompile everything), dependency hell (unclear
In modern embedded systems, whether high-speed vision sensors, multi-channel audio acquisition, or edge ML inferencing, throughput and latency matter. When you run a full embedded Linux platform but also need real-time data processing, simple threading isn't enough. You have to structure threads, pick the right scheduling policies, bind