"Tools such as Cursor, Claude Code, and GitHub Copilot are enabling a leap in productivity that was previously unthinkable. Developers are working faster, generating more code, and switching between tasks more easily. But the downside of this acceleration is that the development chain is becoming overloaded. Organizations are seeing an explosion of commits, builds, and releases that existing systems can barely keep up with."
"Within development teams, all this leads to a faster pace of building and releasing. For example, JFrog's customers are seeing their CI systems explode under the increased load. Where there used to be weeks or months between releases, releases are now rolled out daily, sometimes several times a day. But due to the acceleration, developers using AI assistants are getting stuck in slow or manual release processes that were never designed for this scale."
"One of JFrog's answers is Fly, which the company describes as "software delivery with agentic wings." JFrog recognizes that with dozens or hundreds of releases in a short period of time, traditional version numbers lose their value. A release such as "1.2.3" says little when it is the twentieth update of the week. Fly therefore shifts from static version numbers to semantic releases. The system automatically assembles metadata to indicate what a release entails."
Generative AI and AI agents are rapidly changing the way software is developed. Tools such as Cursor, Claude Code, and GitHub Copilot are enabling a leap in productivity that was previously unthinkable. Developers are working faster, generating more code, and switching between tasks more easily. The development chain is becoming overloaded with an explosion of commits, builds, and releases that existing systems can barely keep up with. Developers and AI agents both produce code, increasing release cadence from weeks or months to daily or multiple times per day. JFrog's Fly shifts static version numbers to semantic releases and assembles metadata from pull requests, commits, builds, and linked issues to indicate release contents.
Read at Techzine Global
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