Unverified50% confidencePredictionExact time
A developer predicted that within one year, mainstream code review workflows will all integrate advanced AI to check for security vulnerabilities and bugs, and handwritten code at large software companies will become the exception.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/10/2026
First Seen
Valid until: 12/9/2026
Sources
Related Entities
Related Claims
UnverifiedA 2013 Microsoft Research paper, 'Expectations, Outcomes, and Challenges of Modern Code Review,' points out that the core value of code review lies not only in bug discovery but also in knowledge sharing and the implicit alignment of coding standards.75% similarUnverifiedAI在源码审计中能快速扫描数千行代码，识别SQL注入、XSS、SSRF、反序列化漏洞等常见安全模式，效率远超人工逐行审查72% similarUnverifiedFor AI-generated code, static application security testing (SAST) tools such as Semgrep and Bandit can be used to automatically scan for common vulnerabilities, and software composition analysis (SCA) tools can identify known CVE vulnerabilities in dependency packages.72% similarUnverifiedSoftware development is inherently easy to verify, and over the past two to three decades the industry has accumulated extensive infrastructure for automated verification, including unit tests, end-to-end tests, QA tests, linters, and API specification checks.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/890247API
curl https://kongchang.com/api/v1/knowledge/claims/890247MCP
get_claim(id=890247)