Shane Lee • 1/26/2026

Context Engineering: Stop Fighting Your AI and Start Shipping Faster Pt2

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This article details the practical application of context engineering in AI development, highlighting industry convergence through the Agentic AI Foundation. It covers new standards like OpenAI's AGENTS.md for agent instructions and Anthropic's Model Context Protocol (MCP) for tool connectivity, and presents a case study claiming a 98% cost reduction in Spring Boot migrations using these approaches.

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#ai development #spring boot #agentic ai
Context Engineering: Stop Fighting Your AI and Start Shipping Faster Pt2

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