

Debugging Audio Buffer Overruns: When Python Asyncio Drops the Ball
Audio streams do not care about your Garbage Collector. If you miss a 20ms buffer deadline, the audio glitches. Here is how you debug real-time streaming issues on the edge.


Audio streams do not care about your Garbage Collector. If you miss a 20ms buffer deadline, the audio glitches. Here is how you debug real-time streaming issues on the edge.


`from silero_vad import load_silero_vad` is the standard way to implement voice activity detection locally. Learn to build a real-time audio VAD pipeline in Python without cloud latency.


LangGraph supports cycles natively, allowing for complex multi-agent loops and iterative reasoning. Learn how to safely implement cyclic graphs, critique loops, and prevent infinite execution.


Recompilation is the silent killer of training throughput. If you see 'Jit' in your profiler, you are losing money. We dive into XLA internals.