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Perspectives on AI-driven software development, engineering strategies, and the future of building digital products.
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MCPAI ArchitectureDeveloper ToolsAnthropic
MCP: The Protocol Quietly Becoming the Backbone of AI Tooling
Anthropic's Model Context Protocol is rapidly becoming the standard way AI models connect to external tools, data sources, and services. Here's why it matters and how forward-thinking teams are building on top of it.
RAGAI ArchitectureVector DatabasesProduction
RAG in Production: Building AI Systems That Actually Know Your Data
Retrieval-Augmented Generation has moved from research papers to production systems. Here's what we've learned building RAG pipelines that handle real-world data at scale—and the pitfalls that trip up most teams.