Notes on building observable systems and operating them at scale.
Ruby 2.4 preview 3 makes Integer the visible class for small and large integers. Native extensions still need to distinguish their internal representations, and the preview exposes that compatibility boundary before release.
Redis-ML stores operational prediction models as module data types. Spark can train the model while Redis exposes evaluation through commands available to application clients.
Docker for Mac 1.12.3 repairs an ownership mismatch that broke package installation, alongside networking and shared filesystem fixes.
The C and C++ client adds compression support and lifecycle APIs that distinguish queued messages from completed produce requests.
fish 2.4 gives the system clipboard explicit bindings and revises history operations. The changes separate editing state from external clipboard state and make history queries easier to express.
The TypeScript 2.1 release candidate expands inference for incrementally initialized variables and brings async functions to ES3 and ES5 targets.
The new training and managed service provider program puts shared requirements around Kubernetes expertise. Its value depends on the connection between certification, upstream participation and operational support.
The November beta adds password authentication over the PostgreSQL wire protocol. Secure connections now require an explicitly created SQL user, including when they use certificates.