multi tool orchestration

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

RAG tool discovery enables effective orchestration of large tool catalogs without context collapse

Related concepts

tool integration patterns 4 prompt engineering 2 tool use in agents 1 tool integration as context extension 1 token budget allocation 1 system prompt design 1 state management 1 retrieval augmented generation 1 rag for tool selection 1 multi agent orchestration 1 latency vs quality tradeoff 1 context window management 1 context window efficiency 1 context layering 1 agentic reasoning 1

Evidence chain (6 articles, showing 6)

Context Engineering for LLMs: Strategies and Patterns - n8n Blog supports

RAG tool discovery enables effective orchestration of large tool catalogs without context collapse

Agentic LLMs for AI Orchestration Project: Revolutionizing Complex Workflows | NEC Labs America example_of

Core claim is about integrating multiple modules (vision, logic, compute) and tools, but the article doesn't explain the context engineering required to make this work at scale.

@rileybrown: yup.. Someone made a Figma for AI Agents example_of

The workflow chains Claude Code → Paper design tool → React app building → deployment, showing orchestration across multiple tools.

@helloiamleonie: Combining your agent's retrieval tools with Agent Skills is underrated. example_of

Shows coordination between retrieval tools and skill definitions—a simple but effective multi-tool pattern.

@sarahwooders: I'm tired of setting up secrets for agents, so instead I am giving them email... extends

Treating agents as email-based users simplifies how they access multiple tools/services without per-tool API configuration.

@MaximeRivest: tldraw, pi and kimi-k3 working together on a pelican on a bicycle sketch. example_of

Describes workflow combining three tools (tldraw, pi, kimi-k3) where context from one tool feeds into another iteratively.

query this concept

$ db.articles("multi-tool-orchestration")

$ db.cooccurrence("multi-tool-orchestration")

$ db.contradictions("multi-tool-orchestration")