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Bite-sized insights for building production AI systems. Expert guides, real-world patterns, and practical engineering wisdom.
Practical insights for production AI systems
Master end-to-end system design for production AI chatbots. Learn streaming architecture, memory management, RAG integration, rate limiting, circuit breakers, and observability patterns for scalable, reliable chatbot systems.
Learn how to architect a production-ready local financial AI agent that keeps data private and guarantees mathematical accuracy. Deep dive into hybrid agent architecture, code execution patterns, and privacy-first system design.
Learn how to build cost-effective, context-aware AI agents using model cascading, GraphRAG for code understanding, and noise reduction patterns. Master the intelligence architecture behind production code review systems.
Learn how to build durable agentic workflows that survive failures, handle concurrency, and enable human-in-the-loop interactions. Deep dive into workflow orchestration, state management, and resilient AI agent patterns.
Learn how to architect a production-ready multilingual AI receptionist that handles both text chat and phone calls. Deep dive into unified agent architecture, real-time voice streaming, language detection, and tool integration for automated booking systems.
Learn how to architect a production-ready multi-agent voice system where multiple AI personas engage in natural group discussions. Deep dive into conductor patterns, turn-taking protocols, voice identity management, and agent-to-agent communication.
Head of Engineering with 15+ years building production systems. I've trained 100+ engineers on AI engineering - these programs distill what actually works into structured paths you can follow at your own pace.
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