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Exploring the DBMS_DEVELOPER Package: JSON Metadata for Oracle Objects

Oracle Database 23ai introduced the powerful DBMS_DEVELOPER package, giving developers and database administrators a streamlined way to access database object metadata in JSON format. This feature represents a significant advancement in how we interact with database schemas, offering a more structured and programmatic way to extract and analyze metadata compared to traditional dictionary views or the older DBMS_METADATA package.  In this article, we'll explore the capabilities of DBMS_DEVELOPER,

ExternalCloud
Google Cloud Blog

Reimagining service delivery in the agentic era with Google Public Sector

State and local governments are driven by a shared mission to provide responsive, equitable, and accessible services. However, achieving this goal is often hindered by legacy technical debt, disconnected data, and heavy administrative burdens that slow down mission delivery. This systemic fragmentation creates costly operational bottlenecks across the public sector, including: Legacy data silos: Crucial caseworker information frequently resides in isolated repositories managed by separate depar

Public Sector
Google Cloud BlogRead original
ExternalCloud
Google Cloud Blog

The DevFest Community Workshop Experience: Building Real Agents Together

This week we kicked off the DevFest season in North America at Google Hudson Square in New York City with 80 engineers packed into the room. Typical technical workshops hand you a finished repo, tell you to blindly paste blocks of code into your terminal, and hope nothing crashes. You walk away with green checkmarks, but your brain stays on autopilot. We've introduced a completely different experience called Workbench. Workbench focuses on understanding core ideas and architectural models rather

Developers & Practitioners
Google Cloud BlogRead original
ExternalCloud
Google Cloud Blog

How to upskill enterprise AI builders by using daily micro habits

As enterprises invest in generative AI, tech leaders keep seeing the same pattern: Developers test AI tools for a week, hit setup problems, and then drift back to the backlog. Nothing ships. The real gap is enablement. In this landmark Harvard Business Review article, Josh Bersin and Marc Zao-Sanders noted that knowledge workers carve out just five minutes a day for formal learning. Most enterprise training programs still lean on week-long classroom bootcamps, multi-week certification tracks, an

Google Cloud Consulting
Google Cloud BlogRead original
ExternalCloud
Google Cloud Blog

Accelerating the borderless Lakehouse: Announcing preview of cross-cloud caching

Today, we are excited to announce enhancements to the borderless Lakehouse, our answer to how data engineers, data scientists, and increasingly, AI agents, can query governed data directly where it lives. To reason accurately and automate complex enterprise workflows, agents and data consumers of all types need fast, unified access to an organization's complete data estate, joining customer records, transaction logs, and operational telemetry across clouds. However, modern enterprise data is rar

BigQueryData Analytics
Google Cloud BlogRead original
ExternalCloud
Google Cloud Blog

Changing the game: Using agentic AI to secure infrastructure code

AI is accelerating software development at an unprecedented pace. But as code generation scales, so do the challenges of securing the code, especially emerging AI-based vulnerability exploitations. To meet these challenges, the Google AI and Infrastructure team is transforming how we approach security. In this article, we discuss new AI-native agentic methods that we’ve developed that systematically embed high-precision, pervasive vulnerability scanning and patching directly into Google’s softwa

AI & Machine LearningSecurity & IdentityAI infrastructure
Google Cloud BlogRead original

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