A developer's field notes detail the implementation of on-device tool calling in a fitness app using the Needle 2 model, a 45M-parameter, 2-bit quantized model that runs entirely on CPU with about 28 …
A developer detailed how to wire MediaPipe's CalculatorGraph API to custom TensorFlow Lite models on Android via a Kotlin/JNI bridge, achieving sub-16ms streaming inference on mid-range Snapdragon har…
A developer explains how to overcome the 'Abstraction Tax' in Android Edge AI by using custom C++ operations via the NDK. The post details techniques like coarse-grained delegation and zero-copy data …
Jep embeds CPython in Java via JNI, enabling Java applications to run Python code natively. The project supports Python ≥3.10 and Java ≥1.8, offering features like multiple sub-interpreters and NumPy …
A developer added a hybrid post-quantum key exchange to the Rust-based VPN Qeli, combining X25519 and ML-KEM-768 to protect against 'harvest now, decrypt later' attacks. The handshake runs both algori…