Unverified50% confidenceSolutionExact time
The Maker/Checker pattern is an important basis for designing exit conditions in an Agent Loop; only when the Checker passes verification is the loop allowed to terminate and deliver results.
1
Sources
50%
Confidence
Long-term
Relevance
10/6/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedLoop Engineering引入自动化反馈循环,形成生成→验证→修正的闭环,其前提是项目必须有完善的测试覆盖和明确的验收标准72% similarUnverified该工作流采用生成→审查→修补→再审查的循环迭代,被标记的问题由Agent自动打补丁,直到代码干净通过测试68% similarUnverifiedCommon technical approaches for achieving idempotency include the check-then-act pattern, using deterministic resource identifiers, and designing operations as declarative rather than imperative.68% similarUnverifiedA test harness can perform isolated validation of each node in a workflow—such as simulating large model return results, intercepting external API calls, and asserting intermediate states—thereby verifying orchestration logic without consuming real tokens.66% similarUnverifiedThe Maker and Checker can be different instances of the same base model, or two models with different capability focuses; the key is that they have independent contexts and evaluation perspectives.65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/982399API
curl https://kongchang.com/api/v1/knowledge/claims/982399MCP
get_claim(id=982399)