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Building a Private Agent Factory with Oracle Database 23ai: A Complete Guide to Secure Enterprise AI Agents

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TechVisions  •  Enterprise AI & Oracle Cloud Building a Private Agent Factory with Oracle Database 23ai Scaling Enterprise AI with Trusted Data — from isolated chatbots to a governed, factory-grade fleet of intelligent agents. Author: Syed Zaheer, Director — TechVisions Focus: 23ai • AI Vector Search • OCI GenAI • Fusion Table of Contents Introduction The Evolution: From Chatbots to Agent Factories Oracle Database 23ai as the Foundation AI Vector Search: Powering RAG (with real SQL) Autonomous Database: Self-Managing Knowledge OCI Generative AI: Enterprise-Grade Model Access Fusion Applications as Agent Action Systems Reference Architecture (5 Layers) Real-World Enterprise Scenario Business Outcomes Conclusion References 1. Introduction Enterprise AI is rapidly moving beyond chatbots and copilots toward autonomous agents that reason, retrieve, and execute real business processes. The hard part is no longer the model — it is making agents secure, governed, and grounded in...
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Building High Availability for MySQL HeatWave Using MySQL Router

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Building High Availability for MySQL HeatWave Using MySQL Router A comprehensive guide to architecting resilient database platforms on OCI with intelligent traffic routing, automated failover, and read/write splitting. By ZAHEER · TechVisions · June 2026 Table of Contents 1. Introduction 2. Understanding HeatWave High Availability 3. Why MySQL Router? 4. OCI Reference Architecture 5. HeatWave HA Deployment Walkthrough 6. MySQL Router Configuration 7. Read/Write Splitting Configuration 8. Failover Test Walkthrough 9. Performance: With vs WO R/W Splitting 10. Best Practices 1. Introduction Modern applications demand database services that remain available during maintenance events, infrastructure failures, and unexpected outages. While MySQL HeatWave on Oracle Cloud Infrastructure (OCI) provides built-in High Availability through managed replication and automated failover, applications still need a reliable, transparent way to connect to the correct database instance at all times. This ...
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