tool integration orchestration

3 articles · 15 co-occurring · 0 contradictions · 0 briefs

MCP is a protocol for connecting AI systems to external tools/resources, which is central to agent orchestration

Related concepts

context window management 3 tool integration patterns 2 prompt engineering 2 token efficiency compression 1 state management 1 specialized ai engineering roles 1 retrieval augmented generation 1 rag systems 1 rag retrieval strategy 1 prompt architecture 1 multi turn conversation management 1 multi agent orchestration 1 model context protocol 1 memory scaffolds 1 memory persistence 1

Evidence chain (3 articles, showing 3)

Context Engineering > Prompt Engineering: What Changed for Production AI - BigData Boutique extends

Tool definitions are explicitly listed as a context component. Article notes the shift from demos to 'systems with tools' requires context engineering.

MCP In 26 Minutes (Model Context Protocol) - YouTube supports

MCP is a protocol for connecting AI systems to external tools/resources, which is central to agent orchestration

Rick Jones example_of

Job description references 'tool combinations for AI decision- and thought-partner applications,' suggesting multi-tool coordination patterns.

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