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tool integration and orchestration

1 articles · 6 co-occurring · 0 contradictions · 0 briefs

Author identifies tool invocation as a core capability and discusses API orchestration in the table of contents. Tool integration without context about prior steps fails—context engineering problem.

Related concepts
tool integration patterns 1 structured reasoning 1 multi agent systems 1 multi agent orchestration 1 memory systems for agents 1 memory persistence 1
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Advanced Agentic AI Systems: Building Autonomous, Multi-Agent Pipelines for Production | by Flora Nanda | Data Science Collective | Mar, 2026 | Medium supports

Author identifies tool invocation as a core capability and discusses API orchestration in the table of contents. Tool integration without context about prior steps fails—context engineering problem.

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