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.
Tag: Debugging
How LangGraph Supports Cycles for Multi-Agent Workflows
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.
NCCL Debugging & Tuning: NCCL_ALGO (Ring, Tree, CollNet)
NCCL debugging is critical for distributed training bottlenecks. Learn to set NCCL_DEBUG, tune the NCCL_ALGO environment variable for Ring, Tree, or CollNet, and troubleshoot GPU network failures.