Engineering Publications
Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
Dynamic Prompt Prefix Caching in Multi-Turn LLM APIs: Structuring Breakpoints for Sub-100ms TTFT and 80% Cost Reduction
Dramatically accelerate multi-turn LLM agent responsiveness and slash inference billing by engineering deterministic prompt prefix breakpoints across Anthropic and OpenAI caching layers.