Deep dives into agentic AI, LLM evaluation, synthetic data generation, model selection, and production AI engineering best practices.
9 of 308 articles
How to use Claude as an architecture review partner for system design. Covers design document review, trade-off analysis, scalability assessment, and building AI-powered architecture decision records.
Cisco launches AI Defense with AI BOM, MCP catalog, multi-turn red teaming, and AI-aware SASE for governing agent workflows in enterprises.
McKinsey reveals how agentic AI transforms real estate operations. Property managers become product managers with autonomous workflows.
Deploy specialized procurement, logistics, manufacturing, and finance AI agents instead of monolithic systems. Multi-agent architecture guide.
McKinsey shows how agentic AI turns property managers into product managers. New operating model for tenant experience and building operations.
Discover how agentic AI is transforming the construction industry with intelligent project scheduling, real-time safety monitoring, cost tracking, and resource allocation across global building projects.
A practical framework for testing AI agent systems including deterministic unit tests, integration tests with mock LLMs, and end-to-end evaluation with LLM-as-judge patterns.
Complete guide to getting reliable structured output from Claude. Covers JSON mode, tool-use-as-schema, Pydantic validation, streaming structured data, and error recovery patterns for production applications.
