Expired50% confidenceFactExact time
SWE-agent and Devin are typical implementations of the plan-execute-reflect Agent architecture.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/12/2026
First Seen
Valid until: 10/10/2026(expired)
Sources
Deconstructing the SWE-1.7 Coding Model: How Specialized AI Approaches Top-Tier General Models
hackernewshackernews7/8/2026
Related Claims
UnverifiedSWE-Agent架构通常包括文件浏览器、搜索工具、编辑器和终端,模型作为Agent的大脑进行规划和工具调用82% similarUnverifiedThe core of an Agentic system is the Plan-Act-Observe loop, which decomposes complex tasks into sequences of subtasks for stepwise execution.77% similarUnverifiedDevin and SWE-Agent are representative implementations of autonomous programming agents, sharing the same lineage as the core ideas of Loop Engineering.76% similarVerifiedAn Agent is an application-layer architecture built on top of an LLM that enables the model to decompose complex tasks, invoke external tools, maintain context state, and iteratively optimize results by introducing mechanisms such as Planning, Memory, Tool Use, and Reflection.76% similarUnverifiedThe core of a custom Agent is a carefully designed System Prompt.75% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/491140API
curl https://kongchang.com/api/v1/knowledge/claims/491140MCP
get_claim(id=491140)