AgentCore Overview
AgentCore is a lightweight, type-safe TypeScript framework for building composable AI agents. It decouples model routing, safety guardrails, tool execution, and benchmark evaluations into standalone building blocks—giving developers full architectural control without framework lock-in or heavy runtime overhead.
4 Decoupled Architecture Primitives
AgentCore modularizes agent infrastructure into four clean, independent primitives:
Unified standard interface for OpenAI, Anthropic, Gemini, DeepSeek, Mistral, xAI Grok, and local Ollama runtimes.
Resilient prompt routing with multi-provider fallbacks, load balancing, and rate-limiting.
Input and output validation engine for PII masking, keyword blocking, and content safety.
Benchmark evaluation suite to score accuracy, latency, and tool correctness across models.
Key Architectural Advantages
- Zero Vendor Lock-in: Switch between cloud LLMs and local open-source runtimes seamlessly.
- Universal JavaScript Support: Works across Node.js, Next.js, Bun, Deno, and Edge runtimes.
- First-Class Tooling: Native support for third-party NPM tool packages and Zod schema validation.
- End-to-End Type Safety: Comprehensive TypeScript inference for prompt inputs, streaming, and tool execution.