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Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.
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The ML Kit GenAI Prompt API, now available in alpha, enables Android developers to send natural language and multimodal requests to Gemini Nano running on-device, extending the text summarization and image description capabilities introduced with the initial GenAI release.
By Sergio De Simone
Uber rebuilt its Apache Pinot query architecture, replacing the Presto-based Neutrino system with a lightweight proxy called Cellar and Pinot’s Multi-Stage Engine Lite Mode. The redesign simplifies SQL execution, improves resource management, and ensures predictable performance for large-scale analytics workloads.
By Leela Kumili
In a move to streamline development workflows, Daniel Fritzgerald of GrafanaLabs has published a new open-source solution that links GitLab CI/CD events into Grafana's observability stack via a serverless architecture.
By Craig Risi
AI is becoming a key QA tool, aiding in faster scenario generation, risk detection, and test planning. Arbaz Surti showed how effective prompting using roles, context, and output format helps to get clear, relevant, and actionable test scenarios. AI can boost testers, but human judgment is needed to ensure relevance and quality.
By Ben Linders
Microsoft's new feature in API Management (APIM) enables seamless messaging to Azure Service Bus, simplifying API connections in event-driven architectures. By using the send-service-bus-message policy, developers can easily route HTTP requests to Service Bus for asynchronous processing, enhancing integration, security, and control without additional components.
By Steef-Jan Wiggers
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The best practise is to use a services layer for dao operation ( for transactions and business logic ) . But i don't know your application I might be mistaken.
However i think you can inject your dao in the controller class and then set the result of dao's call in your command class. You can do this also before the page is called overriding the formBackingObject or referenceData methods of the controller.
* Excuse my bad English... i hope you'll understand