Scalable tool selection pattern for agents that outgrow 10-tool context. Strategy: cache-hit fallback to live lookup. Framework: Agno. Covers retrieval, routing, and eval.
Scalable tool selection pattern for agents that outgrow 10-tool context. Strategy: cache-hit fallback to live lookup. Framework: Pydantic AI. Covers retrieval, routing, and eval.
Scalable tool selection pattern for agents that outgrow 10-tool context. Strategy: cache-hit fallback to live lookup. Framework: LlamaIndex agents. Covers retrieval, routing, and eval.
Scalable tool selection pattern for agents that outgrow 10-tool context. Strategy: cache-hit fallback to live lookup. Framework: Agno. Covers retrieval, routing, and eval.
Scalable tool selection pattern for agents that outgrow 10-tool context. Strategy: cache-hit fallback to live lookup. Framework: CrewAI. Covers retrieval, routing, and eval.
Scalable tool selection pattern for agents that outgrow 10-tool context. Strategy: cache-hit fallback to live lookup. Framework: Claude Agent SDK. Covers retrieval, routing, and eval.
Scalable tool selection pattern for agents that outgrow 10-tool context. Strategy: cache-hit fallback to live lookup. Framework: Smolagents. Covers retrieval, routing, and eval.
Scalable tool selection pattern for agents that outgrow 10-tool context. Strategy: cache-hit fallback to live lookup. Framework: Haystack agents. Covers retrieval, routing, and eval.
Scalable tool selection pattern for agents that outgrow 10-tool context. Strategy: cache-hit fallback to live lookup. Framework: AutoGen. Covers retrieval, routing, and eval.
Scalable tool selection pattern for agents that outgrow 10-tool context. Strategy: cache-hit fallback to live lookup. Framework: OpenAI Agents SDK. Covers retrieval, routing, and eval.
Scalable tool selection pattern for agents that outgrow 10-tool context. Strategy: cache-hit fallback to live lookup. Framework: Mastra. Covers retrieval, routing, and eval.
Managed context window for long-running agents doing data entry automation. Covers rolling summarization, reference-and-expand, budget allocation, and eval of context loss.