09/08/2026
๐ฌ๐ผ๐๐ฟ ๐ฑ๐ฒ๐๐ฒ๐น๐ผ๐ฝ๐บ๐ฒ๐ป๐ ๐๐ฒ๐ฎ๐บ ๐ด๐ผ๐ ๐ณ๐ฎ๐๐๐ฒ๐ฟ ๐๐ถ๐๐ต ๐๐. ๐๐ถ๐ฑ ๐๐ผ๐๐ฟ ๐๐ฒ๐ฐ๐๐ฟ๐ถ๐๐ ๐ฟ๐ฒ๐๐ถ๐ฒ๐ ๐ฝ๐ฟ๐ผ๐ฐ๐ฒ๐๐?
Claude, GPT, Cursor and other AI coding tools are changing how quickly teams build and ship.
But there's a catch: developers are now reviewing and merging code they didn't necessarily write line by line.
And the research shows the security implications aren't random.
Across 7,000+ CVE-linked code changes, AI-introduced vulnerabilities cluster hard in input validation and output encoding, with risky API usage second. Access control is a distant third at under 10%.
-๐๐ข๐ฏ๐จ ๐ฆ๐ต ๐ข๐ญ., ๐๐ ๐๐ฐ๐ฅ๐ฆ ๐ช๐ฏ ๐ต๐ฉ๐ฆ ๐๐ช๐ญ๐ฅ
AI isn't just changing how software gets built.
It's changing what security teams need to test.
๐ฌ๐ผ๐ ๐ฏ๐๐ถ๐น๐ ๐ถ๐ ๐๐ถ๐๐ต ๐๐. ๐๐ถ๐ฑ ๐๐ผ๐ ๐๐ฒ๐ฐ๐๐ฟ๐ฒ ๐ถ๐ ๐๐ถ๐๐ต ๐ฎ๐ป๐๐ผ๐ป๐ฒ?
*******onTesting