Software development

Software development

The Google Open Source Software Vulnerability Reward Program team is increasingly concerned about the low quality of some AI-generated bug submissions, with many including hallucinations about how a vulnerability can be triggered or reporting bugs with little security impact.

A new version of the next-generation copy-on-write snapshotting GPL filesystem for Linux is out: bcachefs 1.37.0 appeared just yesterday as we write. This release includes support for the forthcoming Linux kernel 7.0. It is expected next month - the latest release candidate, 7.0-rc4, appeared the same day as the new bcachefs release.

Airflow 3 represents a clear architectural direction for the project: API-driven execution, better isolation, data-aware scheduling and a platform designed for modern scale. While Airflow 2.x is still widely used, it is clearly moving toward long-term maintenance (end-of-life April 2026) with most innovation and architectural investment happening in the 3.x line.

While the codebase is fresh and grows fast under the umbrella of the local environment, we tend to rely on debugging tools, which were created specifically for that purpose. The app is half-baked, and the code is split open. We observe it through the lens of our IDE and with the speed of our brain. Everything is possible; we may pause execution for minutes, and the whole system is a white box - an open book for us.

The truth is both simpler and more exciting: AI isn't the end of software; it's the beginning of a new era for it. We're living through one of the most exciting moments in the history of software. There has never been a better time to work in this industry. AI is reshaping what's possible, and the level of investment pouring into technology rivals some of the most transformative public infrastructure efforts in modern history.

Both work with Linux's existing swapping mechanism. Swapping (called paging in Windows) is a way for the kernel to handle running low on available RAM. It chooses pages of memory that aren't in use right now and copies them to disk, then those blocks can be marked as free and reused for something else.

The long-dormant DR-DOS.com website is alive again, and DR-DOS 9.0 is in development. There have been six preliminary releases so far this year. The current work-in-progress version is version 9.0.291. This is not the same OS as the DOS-compatible OS that Digital Research developed back in the 1980s, working on the basis of its multitasking multiuser Concurrent DOS OS.

After streamlining our development and delivery process, we'll ship a new Stable release every week. Endgame will now be folded into our weekly activities. This acceleration is enabled by AI automation, including a one-click experience for creating test plans from feature request issues, reducing manual steps previously required.