JFrog surged over 30% post-Q3 earnings, now up 70% YTD, fueled by strong AI-driven platform usage. I maintain a sell rating on FROG, citing ultra-rich valuation multiples despite recent execution strength. Consumption-based business model and direct competition from GitLab pose significant risks to FROG's sustainability.



