Description
- Code-Centric Execution The industry is pivoting from fragile JSON-based tool calling to "Code-as-Action," with frameworks like smolagents proving that raw Python execution is the future of agent logic. - Deterministic Orchestration The "toy" era of simple loops is ending as developers embrace graph engineering and persistent runtimes like LangGraph to handle complex, multi-hour hierarchies. - Infrastructure & Protocols Scaling hits the industrial level with MCP's move to stateless architecture and the emergence of zero-knowledge proofs for verifiable agentic reasoning. - Hardware Performance Chasm While local 140ms perception loops are becoming reality, high-reasoning models like Kimi K3 introduce a "thinking tax" with latencies that redefine agents as asynchronous batch jobs.
Tags
AG2AITECHioAnthropicDeepSeekHugging FaceIBM+37 more
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