AI Engineering25 min read
The intelligence layer of a code-review AI agent
Learn how to build cost-effective, context-aware AI agents using model cascading, GraphRAG for code understanding, and noise reduction patterns. Master...
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Build Your First Software Factory Execution Harness live Thursday, Oct 1, 12:00 PM ET
Oct 1, Reserve a seatExpert articles on building production AI systems, covering system design, architecture, observability, and real-world implementations.
57 posts in total
AI Engineering25 min read
Learn how to build cost-effective, context-aware AI agents using model cascading, GraphRAG for code understanding, and noise reduction patterns. Master...
AI Engineering23 min read
How architecting works in production. Learn how to build durable agentic workflows that survive failures, handle concurrency, and enable human-in-the-loop
AI Engineering22 min read
Learn how to architect a production-ready AI code review agent. Deep dive into the ingestion layer, filtering patterns, GraphRAG for code context, and m...
AI Engineering24 min read
Learn how to architect a production-ready multilingual AI receptionist that handles both text chat and phone calls. Deep dive into unified agent archite...
AI Engineering27 min read
Learn how to architect a production-ready multi-agent voice system where multiple AI personas engage in natural group discussions. Deep dive into conduc...
AI Engineering19 min read
Learn how to architect production-ready memory systems for AI agents. Deep dive into short-term buffers, semantic retrieval, episodic learning, and plan...
AI Engineering8 min read
Learn how to build constrained voice agents that follow strict business processes using state machines and slot filling. Create domain-specific flows fo...
AI Engineering7 min read
Learn how to build multi-agent voice systems with clean handoffs between specialized agents. Understand warm transfers, context preservation, and shared...
AI Engineering7 min read
Learn how to manage conversation memory in voice AI systems. Explore sliding windows, async summarization, and structured state extraction to balance co...
AI Engineering7 min read
Learn how to build real-time voice agents with sub-500ms latency using WebRTC streaming pipelines. Understand VAD, STT, LLM, and TTS integration for nat...
AI Engineering8 min read
How browser works in production. Learn how to build AI agents that can navigate the modern web using vision models and accessibility trees. Move from read-
AI Engineering7 min read
Learn how to build agentic workflows with LangGraph using nodes, edges, and shared state. Move from simple chains to cyclic state machines that can loop...