JFrog CEO Shlomi Ben Haim told approximately 500 software engineers today that in the age of artificial intelligence (AI) no one will soon care much about source code anymore. Speaking at the company’s swampUP 2026 conference, Ben Haim said AI tools are now creating executable binaries directly without relying on source code that historically existed to provide a method for humans to review code. However, in an era where AI tools are creating code that often isn’t even readable by a human application developer, the focal point for securing software supply chains is now moving to scanning application binaries, said Ben Haim. No one cares how many lines of source there are, he added. It’s not clear to what degree DevSecOps teams might be coming to a similar conclusion, but it’s apparent that the volume of code being created using AI coding tools is overwhelming existing DevSecOps workflows. An alternative approach to application security in the AI era would be to focus more on applyi...
For years, cloud infrastructure changes were mostly a mystery. An engineer would log into a dashboard, tweak a setting, run a few scripts, and that was it. Nobody worried until something broke. Suddenly, everyone wanted answers. Who changed this? Was it tested? Can we fix it? How did production end up out of sync with what’s in the repo? Modern cloud setups make it impossible to ignore these questions. Teams wrangle Kubernetes clusters, cloud services, databases, networking, app configs, security policies, all spread across different environments. Manual changes just don’t scale. Enter GitOps. Instead of using Git solely for app code, teams now treat it as the source of truth for their infrastructure. You want changes? They go through pull requests, complete with reviews, automated checks, and approvals. Once Git gets updated, automated tools sync the real environment with what’s specified. By 2026, this process goes way beyond Kubernetes deployments. Pull requests are morphing int...