Unverified50% confidenceFactExact time
Agentic coding assistants build, run tests, identify failures, fix failures, run security scans, validate dependencies, and then continuously evaluate and rebuild, forming a self-correcting workflow.
1
Sources
50%
Confidence
Long-term
Relevance
9/29/2026
First Seen
Sources
Related Entities
Related Claims
Unverified该智能体助手的能力可靠性、在真实大型代码库中的表现以及自主修改代码带来的安全责任问题仍有待更长时间验证79% similarUnverified智能体工程强调Plan-Change-Test-Verify循环,验证步骤能让智能体自行检查工作是否正常运行,失败时回到规划阶段76% similarUnverifiedTraditional vulnerability hunting relies on manual code audits and fuzzing-based automated tools, with efficiency limited by manpower and computing resources.75% similarUnverifiedMany agent frameworks are deliberately designed to isolate final evaluation data from the optimization loop, so agents can only see training and validation signals and cannot directly access the test set73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/958217API
curl https://kongchang.com/api/v1/knowledge/claims/958217MCP
get_claim(id=958217)