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ExternalSoftware Engineering
DZone

Connect Existing Data to AI Retrieval: How to Build Production-Ready Search Without Rebuilding Core Systems

Editor’s Note: The following is an article written for and published in DZone’s 2026 Trend Report, Cognitive Databases, Intelligent Data: Unified Infrastructure for Vector Search, AI-Optimized Queries, and Hybrid Workloads. Most teams that want to add AI retrieval already have the data they need in databases, document stores, ticketing systems, and lakehouse tables that serve their purpose well. You usually do not need to centralize or rebuild this data; you can add retrieval as a thin layer ove

DZoneRead original
ExternalSoftware Engineering
GitHub Blog

GitHub joins coalition advocating for fixes to California AI Transparency Act to protect open source

We’re calling for targeted amendments to resolve conflicts with open source licensing and align with international transparency frameworks while preserving regulatory intent. The post GitHub joins coalition advocating for fixes to California AI Transparency Act to protect open source appeared first on The GitHub Blog.

News & insightsPolicypolicy
GitHub BlogRead original
ExternalSoftware Engineering
GitHub Changelog

Deprecation of Python 3.9 for Dependabot

Dependabot no longer supports Python version 3.9, which has reached its end-of-life. If you continue to use Python 3.9, there’s a risk that Dependabot will not create pull requests to… The post Deprecation of Python 3.9 for Dependabot appeared first on The GitHub Blog.

GitHub ChangelogRead original
ExternalCloud
Microsoft Azure Blog

From insight to action: The next phase of agentic cloud operations

What if your cloud environment could help you move from insight to action in real time, with systems already working through the next set of decisions? The post From insight to action: The next phase of agentic cloud operations appeared first on Microsoft Azure Blog.

AI + machine learningManagement and governanceAI
Microsoft Azure BlogRead original
ExternalCybersecurity
SecurityWeek

Data Exposure Flaws Threaten Dify AI Platform Used by 1 Million Apps

Attackers could abuse Dify's multi-tenant cloud service to read private chats, preview other tenants' documents, and reach internal APIs. The post Data Exposure Flaws Threaten Dify AI Platform Used by 1 Million Apps appeared first on SecurityWeek.

Artificial IntelligenceVulnerabilitiesAI
SecurityWeekRead original

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