"قل الحمدلله حتى وإن باتت أيامك مُمتلئة بالخيبات، فلا شيء يساوي العافية."

#multicloud about to start @AIOUG

🚀 Multicloud AIWorld 2026 — Hyderabad Begins Today Hyderabad, today we kick off Multicloud AIWorld 2026. A full day of deep technical sessions, real-world architectures, and future-facing conversations on AI, databases, multicloud, security, and modernization—all under one roof. From keynotes to hands-on insights, today is about learning what’s real, what’s next, and what actually works in production. If you care about building resilient systems, AI-ready data platforms, and multicloud strategies that scale—this is your day. Let’s get started. Learn. Connect. Build smarter. #MulticloudAIWorld #MCAIW2026 #Hyderabad #AIOUG #Oracle #Multicloud #AI #Databases

🚀 Session Spotlight | Multicloud AIWorld 2026 Building Resilient and Scalable Platforms in a Multi-Cloud World Is multi-cloud giving you flexibility—or operational chaos? As enterprises move beyond a single cloud, the real challenge is not adoption but designing platforms that scale, stay resilient, and remain governable across providers. This session offers a practical, experience-driven playbook for building multi-cloud platforms across AWS, Azure, OCI, and GCP—without duplicating effort or losing control. 🎯 What You’ll Learn • Core architectural patterns for scalable, fault-tolerant multi-cloud platforms • Practical approaches to consistent networking, identity, and security • How to standardize deployments and observability across clouds • How to balance flexibility with operational simplicity and cost control 🎤 Featured Speaker Osama Mustafa @OsamaOracle Senior Technology Architect Manager, Accenture Enkitec Group | Oracle ACE A multi-cloud and DevOps architect with 10 years of experience across AWS, Azure, OCI, and Terraform. An active author, speaker, and community leader with deep expertise in building reliable hybrid and multi-cloud platforms. 📍 Multicloud AIWorld 2026 | Bengaluru (08 Feb 2026, Sunday) 🎟️ Free Registration | Limited Seats aioug.org/mc/2026 Design once. Operate everywhere. #MulticloudAIWorld #MultiCloud #CloudArchitecture #PlatformEngineering #Resilience #Scalability #DevOps #AIOUG #mcaiw2026 @Oracle @oracleugs @oracleace @OracleDevs @oracledevcomm @OracleDatabase @OracleCloud

🎉 Exciting news! Meet the new #OracleACE Associates for September 2025—20 leaders from around the world recognized for their expertise, technical contributions, and community spirit. Discover their stories and get inspired! Interested in joining the ACE Program? Now’s your chance! Read the blog 👉 social.ora.cl/601271kLK

Only one more day to submit for OUGN 2026 CfP ends TOMORROW! Take this final chance to be part of this event and enter your abstract on sessionize.com/ougn2026. #ougn2026 See all Events and CfPs on clocwise.org.

New - or updated - event RMOUG Training Days 2026 on clocwise.org. CfP ends on 24-OCT-2025, but dont wait and head over to technicalconferencesolutions… now and submit! #TD2026 #RMOUG

Previously on thatJeffSmith: ORDS and DATES in your TEMPLATEs thatjeffsmith.com/archive/20…

CPAT – How to Use a Parameter File alexzaballa.com/cpat-how-to-…

Just one week to submit for DOAG 2025 Conference Exhibition CfP ends 03-JUN-2025! So enter your submission today at anwenderkonferenz.doag.org/e… - and we might see you in Nuremberg. @doag #DOAG2025 See all Events and CfPs on clocwise.org.

KSAOUG Post event Dinner at Palestinian Al-Kofeia Restaurant in Riyadh, Saudi Arabia. @iamkirantailor @LauraAPana @Niall_McP @OsamaOracle @ora_tec @KyAustin1 @oracleugs @oracleace

The official video recap of KSAOUG Annual Day 2025 is live! Special thanks to all our speakers and lovely Oracle community . @Niall_McP @KyAustin1 @LauraAPana @iamkirantailor @OsamaOracle @oracleace @oracleugs @ora_tec #oracle

The man behind the @KSAOUG

KSAOUG Session 3 just started from @iamkirantailor Session: Under the Hood of Oracle Database@Google Cloud #oracle #google #multicloud @oracleugs @oracleace

KSAOUG just started session 4 with @OsamaOracle Session: Your Ansible Guide for DBA #oracle #ansible #devops @oracleugs @oracleace

On March 6, join the UTOUG meetup and learn more about how to Automate DevOps Using Oracle and Ansible from Oracle ACE Pro @OsamaOracle 👉 social.ora.cl/6016Lr61Y #OracleACE

Congratulations to the latest additions to the Oracle ACE Program! ♠️ 18 people were recognized and awarded for their expertise and technical contributions to the Oracle community in October. Check out who they are 👉 social.ora.cl/6017SbxTT #OracleACE

Elasticsearch explained. Elasticsearch stands out as a key tool in search and analytics, valued for its real-time data processing. This open-source engine is part of the ELK stack (elastic stack). It integrates seamlessly with data visualization tools and log processors which enhance its utility. How elasticsearch works. Elasticsearch uses an inverted index to facilitate rapid full-text searches, enabling fast and efficient data access. It works similarly to how a book index works. Its distributed architecture not only enhances speed but also ensures high availability by sharding and replicating data across multiple nodes. Its powerful query DSL and efficient indexing mechanism support a wide range of search requirements, from simple to complex. To get a better picture of how it works, let's look at its workflow: 1) Data ingestion Elasticsearch begins by importing data in JSON format, whether directly inputted or processed via tools like logstash and beats. 2) Indexing It then indexes this data, creating an inverted index to enable rapid text searches by linking terms to their locations in documents. 3) Sharding and replication The system distributes data across nodes through sharding, with replication enhancing fault tolerance and availability. 4) Searching The query DSL allows users to perform searches, accessing the inverted index to find relevant documents quickly. 5) Analysis and aggregations Analysis of data and compilation are also made possible by elasticsearch, offering insights into trends and patterns. 6) Results retrieval It retrieves and returns query results in near real-time. Some key advantages of elasticsearch include exceptional scalability, real-time search capabilities, and an intuitive RESTful API, which enables effective large-scale data analysis. Through its extensive log and event data analysis capabilities, it supports enhanced monitoring and diagnostics, which can help facilitate improvements in application security and performance. Elasticsearch's applications are diverse, from enabling instant product searches on e-commerce platforms to facilitating real-time transaction analysis on financial systems. It's also crucial in monitoring and logging systems, where it aggregates and analyzes logs, offering a detailed view of system health and potential security threats. Elasticsearch’s capabilities go beyond search. Supporting real-time data indexing and basic analytics through aggregation features makes it part of a toolset for big data analysis. ~~ Thank you to our partner Postman who keeps our content free to the community. The 2024 State of the API Report just got released. Check it out for key trends and insights in API development: drp.li/state-of-the-api-repo…

I've tried every AI Coding agent and IDE, As someone who's been coding for 20 years, I think coding as we know it is cooked 🧵 :