Engineering Publications
Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
Speculative Decoding in Real-Time Voice Agents: Accelerating LLM Inference with Draft-Verification Pipelines
Sequential autoregressive token generation creates an unavoidable latency bottleneck for large LLMs. Discover how speculative decoding uses lightweight draft models to achieve 2x to 3x token generation speeds in vLLM without quality degradation.