Java 27 Changed More Than I Expected
Java 27 has become the smallest release in recent years with only nine JEPs, yet it delivers critical performance and security upgrades. Compact object headers are now default, reducing heap usage by 22% and garbage collections by 15% on standard benchmarks. The G1 garbage collector is also the new default for all environments, improving tail latency even on small containers. Additionally, the platform now enables post-quantum cryptography by default in TLS 1.3 to protect data against future quantum threats.
How to Automate DigitalOcean with Kestra 2.0 (Full Tutorial)
Kestra 2.0 introduces a complete rewrite of its execution engine and a redesigned user interface to streamline workflow automation. The platform now features a partnership with DigitalOcean, enabling users to automate the creation of droplets through YAML-based flows. A new AI integration allows agents to execute specific infrastructure tasks via MCP tools without granting shell access. This update supports hybrid cloud environments by combining on-premise Proxmox deployments with cloud resources in a single GitOps workflow.