Engineering Publications
Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
Real-Time Token Stream Transformation: Mid-Flight PII Redaction & Aho-Corasick Multi-Pattern Filtering in LLM Pipelines
Streaming LLM responses character-by-character exposes sensitive data before safeguards can intervene. Build zero-latency sliding-window streaming token sanitizers with Aho-Corasick automaton algorithms.
Real-Time Voice Agent Guardrails: Enforcing Sub-150ms Latency Budgets & Hallucination Prevention
Building production conversational voice agents demands sub-150ms audio turnaround while strictly enforcing compliance, safety, and hallucination guardrails. Discover how to architect speculative token verification and sliding-window semantic screening without blocking audio streams.