Fastapi

Build production-ready voice-first ambient AI interfaces that eliminate traditional screens. This comprehensive tutorial covers OpenAI Whisper integration, GPT-4 natural language understanding, context management, spatial audio, and privacy-preserving deployment patterns. Includes complete source code, architecture patterns, and real-world implementation strategies for the post-screen computing era.

Build a production-ready agentic meeting transcription system with real-time speech-to-text, speaker diarization, RAG-powered context retrieval, and multi-agent analysis. Complete code, architecture patterns, and Kubernetes deployment included.

Learn to build enterprise-grade LLM guardrails with content filtering, PII detection, toxicity scoring, and rate limiting. Complete implementation with monitoring, testing, and deployment strategies.