Expired50% confidenceFactExact time
The core technical feature of the third-generation Coding Agent is the 'Agentic Loop,' in which the model enters an iterative cycle of 'think → act → observe → rethink,' with each step capable of invoking external tools.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 9/30/2026(expired)
Sources
Getting Started with Claude Code: Installation, Setup, and Hands-On AI Programming
bilibilicoming-AI6/5/2026
Related Claims
UnverifiedEach iteration cycle of an Agent consists of three phases—model inference, tool invocation, and result return—and latency accumulates at every step79% similarUnverifiedThe engineering implementation of Agent Loop has gone through three stages: bare while loops, LangChain AgentExecutor encapsulation, and graph orchestration and multi-agent frameworks such as LangGraph and AutoGen.76% similarVerifiedThe Agent Loop is essentially a While loop that continuously thinks, acts, rethinks, and acts again until the goal is achieved.76% similarUnverifiedThe underlying operational logic of an Agent Loop is an iterative cycle of 'perception–planning–action–observation.'75% similarUnverifiedLLM驱动的Agent经历了三代范式变迁：第一代是提示模板，第二代引入Function Calling机制，第三代以ReAct框架为代表实现自主推理75% similar
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