tool use and orchestration

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

Article demonstrates how MCP enables orchestration of multiple tool calls (video generation, upscaling, captioning, merging) in a single agentic workflow.

Related concepts

tool integration patterns 3 multi agent orchestration 3 context window management 3 state management 2 multi turn conversation management 2 model context protocol 2 context window optimization 2 state preservation across sessions 1 session state preservation 1 rag retrieval strategies 1 prompt engineering 1 prompt architecture 1 model selection strategy 1 mcp architecture 1 interoperability and standardization 1

Evidence chain (4 articles, showing 4)

What Is MCP for AI Video Workflows? How Claude Code Controls Generative Video Tools | MindStudio example_of

Article demonstrates how MCP enables orchestration of multiple tool calls (video generation, upscaling, captioning, merging) in a single agentic workflow.

AI Agent Anti‑Patterns (Part 1): Architectural Pitfalls That Break Enterprise Agents | by Allen Chan | Medium example_of

The solution to Anti-Pattern #1 is using workflow tools/engines as explicit state machines, rather than embedding logic in the agent prompt—a tool orchestration pattern.

Claude expands tool connections using MCP - Help Net Security extends

MCP Apps is a pattern for orchestrating tool interactions while preserving conversation context, enabling better tool coordination

The MCP Stack That Changes Makes Dev SIMPLE (Claude Code) example_of

MCP stack represents a form of tool orchestration—managing multiple external tools and their context availability

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