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OCI IoT Flow Runtime is a new feature within OCI Internet of Things Platform, giving solution developers a visual environment to combine telemetry from OCI IoT Platform with information from other sources.
Learn more: social.ora.cl/6015BGR7xv
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Check out this practical guide on building an AI agent harness that's ready for production.
It covers patterns for testing, evaluation, and reliability, so you can move beyond demos and build agents that perform consistently in real-world applications. social.ora.cl/6016BGrHc4
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Manually provisioning compute instances, creating RAID arrays, and installing SQL Server can be repetitive and time-consuming.
To simplify this process, we published the MSSQL Multi-Path Attached Volume Sample—an Infrastructure-as-Code solution that automates the deployment of SQL Server storage environments on OCI using Terraform.
Instead of spending time preparing infrastructure, administrators can deploy a repeatable SQL Server environment in minutes and focus on what matters most—testing, benchmarking, and optimizing their workloads.
Learn more: social.ora.cl/6014B173ko
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Spacebank’s RoboViewX utilizes Oracle APEX as its operational infrastructure—serving as a unified control center for complex robot fleets. 🤖
See how APEX allowed it to achieve a 60%+ improvement in development velocity, reduce delivery cycles to 2–4 weeks, improve scalability across hybrid deployments, and more. #orclAPEX social.ora.cl/6015B17JJb
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Watch @connor_mc_d cover common troubleshooting and development topics, including extent counts, ALTER TABLE behavior with flashback query, disabling AI functionality, natural-language access to the alert log, and more. social.ora.cl/6012B17TkO
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Oracle Select AI Agent Framework gives you a practical choice for moving agent teams.
Use the Open Agent Specification when an open JSON representation is the best fit. Use GET_DEFINITION when executable PL/SQL belongs in your established schema-change workflow.
In both cases, prepare the target environment deliberately, keep secrets local, and treat the migration as a versioned release.
Learn more: social.ora.cl/6012B17Tzo
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The third piece in our in-depth series picks up where part two left off—with vector and lexical scores side by side, deliberately unfused.
It shows how the agent retrieves from it: filter first, generate vector and lexical candidates, fuse and rerank them, then budget the working set. social.ora.cl/6018B17rqj
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We outline how OCI, OCI AI Data Platform, analytics, artificial intelligence, and machine learning can help manufacturers move from reactive monitoring toward predictive maintenance. social.ora.cl/6016B17RCs
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Try Oracle REST Data Services with docker compose for a repeatable, local development environment.
Anders Swanson explains why it's great if you're building with ORDS and want a dev/test stack with easy setup and teardown.
Initialization SQL can be fully customized and may optionally install APEX if you're an APEX user. #orclAPEX
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To handle bursty, mission-critical workloads without overspending on idle cloud capacity, architects need a decoupled, event-driven framework.
That's why we introduced a reference architecture built on OCI designed to improve throughput while reducing avoidable compute, storage, and data movement costs.
Learn more: social.ora.cl/6012B17Ruj
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Our new short course with @DeepLearningAI covers continual and adaptive learning: the different ways in which you can make an agent better over time, and how to do it on Oracle AI Database 26ai.
We go over the details: social.ora.cl/6010B17RQ4
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Oracle Select AI chatbot Release 5.0 brings together visual analytics, AI profile lifecycle management, agent builders, agent orchestration, prebuilt agents, governance, application customization, and low-code development in one Oracle APEX-based experience. #orclAPEX
We break down all the latest: social.ora.cl/6010B17uEk
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OKE now supports three optional cluster software add-ons to improve the experience of running GPU-accelerated workloads:
✔️ NVIDIA GPU Operator
✔️ NVIDIA Network Operator
✔️ Node Feature Discovery
Get all the details: social.ora.cl/6015B17PL7
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Learn how to optimize creating assertions and their ongoing validation with an example showing this in practice, along with general recommendations for writing efficient assertions. social.ora.cl/6018B17Pjj
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OCI Object Storage now supports public IPv6 dual-stack endpoints, providing a way to access Object Storage from both IPv4 and IPv6 networks.
Learn more: social.ora.cl/6012B17Ohe
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#Java27 has arrived! 🥳☕
Get all the details about the latest release from our Java team. social.ora.cl/6015BGPgHt
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Part one in this two-part blog series on deploying and using the Private Large Language Model Service from the Private AI Services Container 26.2.1 on a CPU-powered OCI virtual machine shows you how create the VM, download the large AVX-512 container image, use the default LLM, and chat with it. social.ora.cl/6012B17OUI
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Combining OCI with Uplynk help organizations:
🎥 Stream live events with confidence through managed operations and real-time monitoring
📉 Reduce vendor coordination across complex, multi-partner workflows
🛠️ Operate streaming as a managed service rather than stitching together tools
📈 Modernize infrastructure incrementally
We show you how: social.ora.cl/6015B17TvL
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What makes TxEventQ so cool? It comes built into our database, so you get event-streaming for free!
No external services needed and your data lives with your events in the same platform.
Anders Swanson shares more.
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ICYMI: Agents in Oracle AI Data Platform are Generally Available, and the entire path from first prototype to production deployment now lives on one platform, next to the data agents actually need.
Learn more: social.ora.cl/6013B1rNDz
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For decades, process automation ran on a single execution model and a simple premise:
If you could enumerate the logic, you could automate the work.
Now, the frontier is advancing into judgment itself and process automation is evolving from one execution model to three.
This blog dissects how the design decision of the next decade is which execution model each piece of work deserves. social.ora.cl/6010B17KrC
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With multiple certificate support for SSL inbound inspection in OCI Network Firewall, customers can now configure SSL inbound inspection across multiple certificate-backed applications, domains, and environments through a more flexible decryption policy model.
Get all the details: social.ora.cl/6014B17Jci
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Learn how to move agent teams across schemas and environments using Open Agent Specification JSON or canonical PL/SQL definitions. social.ora.cl/6014B1s25q
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This guide is for developers who want Codex CLI to work with Oracle AI Database through explicit tools, durable memory, and reviewable retrieval evidence.
It shows an AI agent memory architecture where Codex handles the developer interaction, SQLcl MCP provides the tool boundary for database access. The saved SQLcl profile and database user permissions determine what Codex can actually do, and Oracle AI Database stores durable memory and retrieval evidence. social.ora.cl/6010B1syVn
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AI apps deserve better than "hope the request finishes."
Build a thin FastAPI layer, return 202 + a status URL, keep model creds server-side, and let workers do the heavy lifting.
Get started: social.ora.cl/6018B1s2JC
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We 👏 are 👏 obsessed
Linda Calvine Foinding shares what our team is working on that we can't stop talking about.
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Giving an AI assistant database access is easy. Making that access controlled, inspectable, and repeatable is the hard part.
We show you the Cursor CLI and Oracle AI Database workflow that does it. social.ora.cl/6011B1sYbW
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Oracle AI Vector Search keeps embedding generation, storage, and retrieval inside the database.
This walkthrough covers augmented ONNX models with tokenization included in the graph, registration with DBMS_VECTOR.LOAD_ONNX_MODEL, validation in USER_MINING_MODELS, and inference with VECTOR_EMBEDDING().
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An effective agentic RCA workflow doesn't begin with autonomous remediation, but with reliable detection, least-privilege evidence collection, explicit data reduction, a version-controlled analysis policy, deterministic team routing, and a human review boundary.
See how OKE supplies the governance and operational context, OCI Generative AI supplies managed reasoning, and OpenClaw coordinates the end-to-end workflow. social.ora.cl/6012B1sc0k
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With transactional messaging, it's never been easier to combine database operations (like inserts or SQL block) with producing or consuming events.
Watch Anders Swanson break it down.
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Whether you’re building customer support, enterprise analytics, financial operations, or internal assistants, Supervisor Agent with Oracle Select AI lets Oracle AI Database determine the right sequence of work at runtime while keeping your data secure, inside the database. 🔒
Learn more: social.ora.cl/6013BEfZnf
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Learn how Oracle AI Agent Memory uses custom extraction instructions, thread-level overrides, and tool-result metadata to turn support conversations into durable, scoped memory. social.ora.cl/6019B1sGYd
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ICYMI: Oracle APEX AI Application Generator is now available in OCI on Autonomous AI Database Serverless, as part of Oracle APEX 26.1—enabling organizations to exploit the full power of AI agents to generate enterprise-class, data-centric applications. 💪 #orclAPEX
Get started today: social.ora.cl/6015B1r7vd
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If you're wondering whether Oracle databases support vectors and similarity search—the answer is yes!
It also includes UI and REST APIs to make management and searches easy.
@thatjeffsmith shares more: social.ora.cl/6018B1gaJp
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Build a repeatable model distillation pipeline using OCI Data Science Jobs and Pipelines to automate each stage, store artifacts in Object Storage, and capture logs and metrics. social.ora.cl/6013BEA235
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Oracle APEX 26.1 introduces native clipboard support for editable Interactive Grids, making bulk data entry significantly easier. #orclAPEX
See how it works: social.ora.cl/6012B1r70w
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What if you could describe your desired data pipeline in a simpler way?
With the Oracle AI Lakehouse MCP Server, this becomes a reality.
See how it integrates AI coding assistants, like Codex, with Oracle Data Transforms to help developers create sophisticated ETL pipelines through natural language. social.ora.cl/6018BEAL0C
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Building AI agents that actually remember is about more than vector search. 🔍
The latest Oracle AI Agent Memory updates add:
✅ Hybrid search (semantic + exact match)
✅ Custom memory extraction
✅ Background extraction for lower latency
✅ Context cards
✅ Metadata filtering, TTL & update APIs
The result: more accurate retrieval, lower latency, and better control over how enterprise AI agents store and retrieve context.
If you're building stateful AI agents with Oracle AI Database, this is essential reading: social.ora.cl/6019B11PlD
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Our MLPerf® Training v6.0 FLUX.1 submission delivers the first FLUX.1 results on AMD Instinct MI300X GPUs: a verified 74.44-minute time-to-train on 512 GPUs across 64 OCI bare metal BM.GPU.MI300X.8 nodes, with all ten runs reaching target quality. ⚡
Get all the details: social.ora.cl/6012BErq3j
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Take a guided tour of the Oracle AI Developer Hub and learn where to find tutorial notebooks, complete AI application examples, developer guides, and setup documentation.
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Oracle APEX 26.1 brings important improvements to Faceted Search, including filtering more expressive with Exclude support, making chart-based exploration more useful by letting users click the Others slice to expand the chart and reveal additional values, and more. #orclAPEX
Get all the details: social.ora.cl/6014BE7yFm
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A step-by-step guide to building a self-improving second brain on Oracle AI Database—storing your content, embeddings, synthesized wiki pages, and agent memory in one database so different AI clients and agents can share the same context. 🧠
social.ora.cl/6018BEfbH2
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Whether you’re building invoice processors, contract analyzers, or support ticket summarizers—the APEX_AI.GENERATE API delivers real ROI with minimal code. 💪
See how: social.ora.cl/6010BE7HcO #orclAPEX
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Release 5.0 transforms Ask Oracle Select AI chatbot from a conversational chatbot into a complete low-code platform for building governed, visual, and agentic AI applications on Oracle AI Database and Autonomous AI Database.
Learn more: social.ora.cl/6019BEfwIX
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The OKE Troubleshooter provides practical workflow for diagnosing OCI Kubernetes Engine incidents with read-only evidence, Kubernetes-to-OCI correlation, and approval-gated remediation.
Learn more: social.ora.cl/6010BE7Gej
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Stop making your agent remember everything.
Give it persistent memory for facts that matter, then generate derived context on demand for the task at hand. Less prompt bloat, better recall, happier tokens.
Your context window will thank you. social.ora.cl/6018BEfkA2
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Sit down with Anders Swanson as he quickly explains why a database is suited for agent memory. 🧠
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The latest OCI GoldenGate release adds AI Model connections and support for the new AI Service in Oracle GoldenGate 26ai, so vector embeddings can be generated during real-time replication and written to vector-enabled datastores such as Oracle AI Database 26ai, Oracle Autonomous AI Database, PostgreSQL, Snowflake, or Elasticsearch.
Get all the details: social.ora.cl/6017BE71dz
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Using APEXlang together with AI-powered coding agents enables developers to accelerate application delivery, reduce repetitive development tasks, and modernize Oracle APEX development with a more intuitive and scalable workflow. #orclAPEX
We show you how: social.ora.cl/6019BE711L
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Better AI-generated SQL starts with better business context.
See how Oracle Select AI uses reusable business context to help AI better understand your data, improving NL2SQL accuracy while reducing prompt engineering and making applications easier to maintain. social.ora.cl/6012BEfkH6
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