Kotlin Multiplatform is a game-changer for startups. It reduces development time by sharing core logic while still delivering a seamless, native user experience.
TOON and TRON reduce token consumption by removing JSON's repetitive keys and delimiters, with TOON for tabular data and TRON for schema-stable agent flows.
Genkit Java makes building generative AI features in Java finally simple. With typed inputs/outputs, structured LLM responses, built-in observability, a powerful DevUI.
Technical architecture, capabilities, and use cases of hurley, a project developed in Rust that functions as a general-purpose HTTP client and a performance testing tool.
Attackers continue to exploit injection flaws — all ranked among the most dangerous weaknesses in MITRE’s 2025 CWE Top 25 list with 41 actively exploited vulnerabilities.
At-least-once delivery keeps data flowing, but retries can duplicate effects, corrupting timelines. Reliability comes from replay-safe consumers and controlled effects.
Server automation is largely solved, but networks remain manual due to multi-vendor complexity. Here’s a Python-based solution to automate network operations.