Expired60% confidenceFactTime unknown
After more than a year of repeated testing, the generated programs can be imported into TIA Portal, pass compilation, and have zero errors and zero warnings.
1
Sources
60%
Confidence
Medium-term (~90 days)
Relevance
5/31/2026
First Seen
Valid until: 8/29/2026(expired)
Sources
Related Entities
Related Claims
UnverifiedWhen the cost of code generation reaches zero, verifying code correctness will become the true bottleneck of software engineering.67% similarUnverifiedThe Ralph Loop is best suited for tasks with clear objectives whose completion can be verified through external checks, such as automatically fixing code errors and writing test cases.63% similarUnverifiedThe testing process allows manual testing after the first round of generation, provides 3 to 5 bug-fix opportunities, and records the total time elapsed.63% similarUnverifiedThe developer uses a retry loop of at most 3 attempts, feeding error information back to the model for regeneration upon validation failure.63% similarUnverified缺乏自动化测试覆盖的代码库贸然重构风险极高，'先补测试、再做重构'是业界公认的安全路径61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/12783API
curl https://kongchang.com/api/v1/knowledge/claims/12783MCP
get_claim(id=12783)