Unverified50% confidenceDecision RuleExact time
Agent Harness要求反馈信息以结构化、机器可读格式输出,错误信息需包含文件路径、行号、堆栈跟踪,以便模型精准定位并生成修复方案
1
Sources
50%
Confidence
Long-term
Relevance
7/23/2026
First Seen
Sources
Harness工程:为什么模型强也没用,关键在这里
Related Claims
UnverifiedAgent Kit's Evaluate module can collect user feedback scoring data for fine-tuning the model, forming a continuous optimization closed loop.73% similarUnverifiedAgent systems need to manage cross-multi-turn dialog state and memory, error recovery and retry mechanisms, tool-call permission control and result caching, and concurrency race conditions—challenges that highly overlap with frontend asynchronous programming and state management knowledge.73% similarUnverifiedAgent Kit provides an Evaluate module that is essentially a user feedback scoring system; the scoring data is automatically stored in a database for subsequent model fine-tuning.72% similarUnverifiedAgent programming introduces a 'plan-execute-feedback' loop mechanism, in which the model can invoke terminal execution, read error messages, analyze failure causes, and revise its strategy before trying again, distinguishing it from the single-turn passive interaction of traditional code completion.72% similarUnverifiedAgent工具调用故障应先判定故障类型,再匹配对应的修复策略,而非立即重试71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/596177API
curl https://kongchang.com/api/v1/knowledge/claims/596177MCP
get_claim(id=596177)