<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[Calfus Official]]></title><description><![CDATA[Calfus Official]]></description><link>https://www.calfus.com/blog</link><generator>RSS for Node</generator><lastBuildDate>Fri, 05 Jun 2026 01:31:08 GMT</lastBuildDate><atom:link href="https://www.calfusinc.com/blog-feed.xml" rel="self" type="application/rss+xml"/><item><title><![CDATA[What's Free and What's Not in Oracle Fusion AI Agent Studio]]></title><description><![CDATA[You already paid for Oracle Fusion. Now everyone's talking about AI agents. And the natural question is: do I need to open my wallet again ? The short answer is: it depends on what you want to build. Oracle's pricing model for AI Agent Studio is more nuanced than most customers realize — and getting it wrong in either direction is costly. Building too conservatively because you assume everything costs extra means leaving real automation on the table. Building too freely without understanding...]]></description><link>https://www.calfus.com/post/what-s-free-and-what-s-not-in-oracle-fusion-ai-agent-studio</link><guid isPermaLink="false">69cabd67aa483e8f68049852</guid><category><![CDATA[Oracle SCM Fusion]]></category><category><![CDATA[Gen AI]]></category><category><![CDATA[Artificial Intelligence]]></category><pubDate>Tue, 31 Mar 2026 00:05:47 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/0dfb47_f4bda641841144d1a9dd08ab3887b155~mv2.jpg/v1/fit/w_1000,h_681,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Satish Uppada</dc:creator></item><item><title><![CDATA[What Models Learn Is What We Give Them]]></title><description><![CDATA[Over time, while building and iterating on machine learning systems, one lesson keeps repeating itself: model performance is often constrained less by the algorithm and more by how the data is represented. Feature engineering is the work of turning raw data into signals that reflect real-world behavior. When done well, it allows models to learn patterns that would otherwise remain hidden. In practice, we’ve consistently seen that thoughtful feature design improves accuracy more reliably than...]]></description><link>https://www.calfus.com/post/what-models-learn-is-what-we-give-them</link><guid isPermaLink="false">69714231e7e28fa3497525d6</guid><category><![CDATA[Feature Engineering]]></category><category><![CDATA[Machine Learning]]></category><category><![CDATA[Data Science]]></category><pubDate>Thu, 29 Jan 2026 05:04:41 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/7ba6f0_4f4a9e8d15b6461992b40c24bd81eb60~mv2.png/v1/fit/w_822,h_528,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Nidhi Agrawal</dc:creator></item><item><title><![CDATA[From Static Screens to Adaptive Surfaces: Inside Calfus’s Generative UI Engine]]></title><description><![CDATA[For most of the last decade, UI development has revolved around one core idea: assemble reusable components into fixed screens. Designers craft layouts in Figma, engineers translate them into React or native views, and every variation - by role, plan, device, or feature flag - becomes another screen to design, build, and maintain. That model is predictable and reliable, but it starts to creak as soon as you want truly adaptive products. If every “if this, show that” needs to be encoded by...]]></description><link>https://www.calfus.com/post/from-static-screens-to-adaptive-surfaces-inside-calfus-s-generative-ui-engine</link><guid isPermaLink="false">69531bc4386e8faaa220febd</guid><category><![CDATA[Generative UI]]></category><category><![CDATA[Frontend Architecture]]></category><category><![CDATA[Agentic UX]]></category><category><![CDATA[Design Systems]]></category><pubDate>Tue, 30 Dec 2025 00:36:21 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/7ba6f0_08888fb1dee740da902e5a1c8f1bce29~mv2.png/v1/fit/w_1000,h_630,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Sai Teja Yalla</dc:creator></item><item><title><![CDATA[Kubernetes Without the Drama - Part 2: Observability in Action]]></title><description><![CDATA[Last time, we got our app cruising inside MicroK8s — smooth, predictable, like a well-oiled machine. If you haven’t configured your cluster locally yet, check out Part 1 — Kubernetes Without the drama – Microk8s in Action . But here’s the catch: machines don’t talk. When something slows down or crashes, Kubernetes won’t whisper why.   So, the real question becomes:    What’s going on in there right now?    Sure, Kubernetes is great at keeping things running, but it doesn’t tell you what’s...]]></description><link>https://www.calfus.com/post/kubernetes-without-the-drama-part-2-observability-in-action</link><guid isPermaLink="false">69321a6fd6a3f601d6479ef0</guid><category><![CDATA[Kubernetes]]></category><category><![CDATA[MicroK8s]]></category><pubDate>Fri, 05 Dec 2025 05:32:08 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/7ba6f0_2095dad8bcdb4b6fa1526912890e5423~mv2.png/v1/fit/w_750,h_400,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator> Himanshu Negi</dc:creator></item><item><title><![CDATA[Building responsible AI, we can trust ]]></title><description><![CDATA[Do you still tell AI what to do? Well not for long. Now is the era of autonomous agents. They think, decide, and act on their own. The company 1X, has opened pre-orders for Neo (a robot designed to work autonomously, helping with everyday chores, so totally autonomous.) That’s having an AI agent operating 24/7, right there with you; thinking, deciding, taking actions, handling all tasks on your behalf. Sounds cool. But it may also raise ethical questions. Who’ll be accountable when an agent...]]></description><link>https://www.calfus.com/post/building-responsible-ai-we-can-trust</link><guid isPermaLink="false">69162f9b7a7d1ff02a11b85c</guid><category><![CDATA[AI Ethics]]></category><category><![CDATA[Human–AI Interaction]]></category><category><![CDATA[Artificial Intelligence]]></category><category><![CDATA[Gen AI]]></category><pubDate>Thu, 13 Nov 2025 20:17:18 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/7ba6f0_9d4d4751015c4a49a71d20e714c194ef~mv2.png/v1/fit/w_1000,h_686,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Riddhi Joshi</dc:creator></item><item><title><![CDATA[Ethics in Generative AI: Navigating the Moral Landscape of Artificial Intelligence]]></title><description><![CDATA[Generative AI (Gen AI) has revolutionized creativity, automation, and problem-solving across industries. From AI-generated art and music to automated text and synthetic media, this technology has opened endless possibilities. However, with great power comes great responsibility. Ethical considerations in Gen AI are crucial to ensuring fairness, transparency, and accountability in its development and use. Bias and Fairness AI models are only as good as the data they are trained on. If the...]]></description><link>https://www.calfus.com/post/ethics-in-generative-ai-navigating-the-moral-landscape-of-artificial-intelligence</link><guid isPermaLink="false">68fa5e7c9a9ff91c5adea693</guid><category><![CDATA[Gen AI]]></category><category><![CDATA[Artificial Intelligence Ethics]]></category><category><![CDATA[Future of AI Regulation]]></category><pubDate>Thu, 23 Oct 2025 17:09:32 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/7ba6f0_6ac28dc4d4db46b1aea79966ec17cb18~mv2.webp/v1/fit/w_960,h_540,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Piyush Lawtawar</dc:creator></item><item><title><![CDATA[Back-to-Back Order fulfillment in Oracle SCM Fusion]]></title><description><![CDATA[Back-to-Back orders are a core order fulfillment feature in the era of Agentic AI where users expect quick solutions to complex problems....]]></description><link>https://www.calfus.com/post/back-to-back-order-fulfillment-in-oracle-scm-fusion</link><guid isPermaLink="false">68e69895f99b368a71d57541</guid><category><![CDATA[Supply Chain Orchestration]]></category><category><![CDATA[Global Order Promising (GOP)]]></category><category><![CDATA[Oracle SCM Fusion]]></category><category><![CDATA[Back-to-Back Fulfillment]]></category><pubDate>Wed, 08 Oct 2025 17:58:17 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/7ba6f0_30d2d122feb949ee85432219cbeb7ee8~mv2.jpeg/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Ritesh Suri</dc:creator></item><item><title><![CDATA[Kubernetes Without the Drama - MicroK8s in Action]]></title><description><![CDATA[Let’s be honest: setting up Kubernetes locally can be frustrating. Maybe you’re using Docker Desktop’s “Kubernetes” because it’s easy to...]]></description><link>https://www.calfus.com/post/kubernetes-without-the-drama-microk8s-in-action</link><guid isPermaLink="false">68cd8c254658226ab733c265</guid><pubDate>Mon, 22 Sep 2025 19:13:01 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/7ba6f0_206e9865c2b94a3588a7fc8b3db3501b~mv2.avif/v1/fit/w_920,h_460,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Anurag Doshi</dc:creator></item><item><title><![CDATA[Handling Message Failures While Preserving Order with a Dead Letter Queue (DLQ)]]></title><description><![CDATA[We’ve all been there—your message processing pipeline is cruising along, and suddenly one problematic message brings the system to a...]]></description><link>https://www.calfus.com/post/handling-message-failures-while-preservingorder-with-a-dead-letter-queue-dlq</link><guid isPermaLink="false">68a4bffe0b36fd097101b683</guid><category><![CDATA[Kafka]]></category><category><![CDATA[Event-Driven Architecture]]></category><category><![CDATA[Dead Letter Queue (DLQ)]]></category><pubDate>Thu, 11 Sep 2025 18:46:46 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/7ba6f0_5735344d17c44c72be4223ec1e3d0192~mv2.png/v1/fit/w_1000,h_563,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Pavan Datta Abbineni</dc:creator></item><item><title><![CDATA[AWS Serverless Essentials: Services, Flow, and Use Cases ]]></title><description><![CDATA[AWS Serverless Essentials: Services, Flow, and Use Cases    Businesses need systems that react instantly, scale automatically, and keep...]]></description><link>https://www.calfus.com/post/aws-serverless-essentials-services-flow-and-use-cases</link><guid isPermaLink="false">68a3bf2d34b07f0731c5352e</guid><category><![CDATA[AWS Serverless]]></category><category><![CDATA[Cloud Architecture]]></category><pubDate>Tue, 19 Aug 2025 00:46:20 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/7ba6f0_e2f040eb655e47a6a3e3263c5a43149d~mv2.png/v1/fit/w_1000,h_727,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Shivanand Prasad</dc:creator></item><item><title><![CDATA[Groovy Scripting in Fusion Apps]]></title><description><![CDATA[The adoption of Groovy scripting within Oracle Fusion is not just a technical enhancement; it's a strategic opportunity to streamline,...]]></description><link>https://www.calfus.com/post/groovy-scripting-in-fusion-apps</link><guid isPermaLink="false">68816fe3d452706b14954524</guid><pubDate>Fri, 25 Jul 2025 17:01:46 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/0dfb47_02e2d268ff844368b9c26d7faf5da264~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Santosh Vaidya</dc:creator></item><item><title><![CDATA[Migrating to Oracle Redwood]]></title><link>https://www.calfus.com/post/migrating-to-oracle-redwood</link><guid isPermaLink="false">686c4f43313711f211fc2207</guid><pubDate>Thu, 10 Jul 2025 06:59:34 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/0dfb47_15c8634bad7e4083b8dbb617b93cccdb~mv2.png/v1/fit/w_660,h_308,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Satish Uppada</dc:creator></item><item><title><![CDATA[Next.js + LLMs: The Guide to Streaming Structured Responses]]></title><description><![CDATA[In the rapidly evolving landscape of AI-powered applications, delivering a seamless user experience isn't just about what you...]]></description><link>https://www.calfus.com/post/next-js-llms-the-guide-to-streaming-structured-responses</link><guid isPermaLink="false">67c2496235429c6e4f78d4a3</guid><category><![CDATA[Response Streaming]]></category><category><![CDATA[Gen AI]]></category><pubDate>Tue, 11 Feb 2025 12:14:29 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/9e4b4e_0cc8ee17018e4f61a647fc44ecaebdc2~mv2.jpg/v1/fit/w_761,h_855,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Sai Teja Yalla</dc:creator></item><item><title><![CDATA[AI to AGI - a glimpse into the future]]></title><description><![CDATA[Chandrayaan, humanoid robots, driverless cars—been there, done that.  But are we ready for AGI? Will AGI solve problems or become a...]]></description><link>https://www.calfus.com/post/ai-to-agi-a-glimpse-into-the-future</link><guid isPermaLink="false">67c2496435429c6e4f78d4b7</guid><category><![CDATA[Artificial Intelligence]]></category><category><![CDATA[Gen AI]]></category><pubDate>Fri, 10 Jan 2025 22:37:14 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/9e4b4e_b7c4653cb0e245fcb43fbf29655ee31f~mv2.jpg/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Riddhi Joshi</dc:creator></item><item><title><![CDATA[magikube: Your lifeline for all things Automation and Application]]></title><description><![CDATA[Hey there, tech aficionados! It is your local byte-wrangling ninja from Calfus here, presenting to you a hot new box of awesomeness,...]]></description><link>https://www.calfus.com/post/magikube-your-lifeline-for-all-things-automation-and-application</link><guid isPermaLink="false">67c2496335429c6e4f78d4ac</guid><category><![CDATA[Open Source]]></category><pubDate>Tue, 15 Oct 2024 21:52:30 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/9e4b4e_6b23b19bf16647e38736043abe3647b7~mv2.jpg/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Neel Shah</dc:creator></item><item><title><![CDATA[Can AI Replace Developers?]]></title><description><![CDATA[Hey there, fellow code warriors!  It's your friendly neighborhood Software Engineer from Calfus here, ready to dive into the hottest...]]></description><link>https://www.calfus.com/post/can-ai-replace-developers</link><guid isPermaLink="false">67c2496235429c6e4f78d4a2</guid><pubDate>Tue, 13 Aug 2024 17:22:31 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/e4a70d_9a8a9f6da6124b639c08c1a22c0b2b09~mv2.png/v1/fit/w_855,h_297,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Sai Teja Yalla</dc:creator></item><item><title><![CDATA[AI and the modernization of the Office of Finance]]></title><description><![CDATA[With each passing day, the impact of Artificial Intelligence (AI) in our daily lives is on an exponential increase. The use  of Chat GPT...]]></description><link>https://www.calfus.com/post/ai-and-the-modernization-of-the-office-of-finance</link><guid isPermaLink="false">67c2496335429c6e4f78d4a9</guid><pubDate>Mon, 15 Jul 2024 03:53:21 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/11062b_d455eec9c54b4989becd41afa405c1bc~mv2.jpg/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Shailesh Subramanian</dc:creator></item><item><title><![CDATA[Leading Oracle Cloud ERP Transformations…so what is different for program managers? ]]></title><description><![CDATA[If you are a PM currently leading an Oracle ERP cloud transformation or have done it in the past, you may be able to resonate well with...]]></description><link>https://www.calfus.com/post/leading-oracle-cloud-erp-transformations-so-what-is-different-for-program-managers</link><guid isPermaLink="false">67c2496235429c6e4f78d4a6</guid><pubDate>Thu, 18 Apr 2024 10:36:53 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/b29516_3428d8b3bdfc4f1ea6dd65b0cee61d70~mv2.jpg/v1/fit/w_512,h_512,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Nishant Puri</dc:creator></item><item><title><![CDATA[All you need to know about serialized manufacturing]]></title><description><![CDATA[Serial numbers play a pivotal role in the product lifecycle, whether it’s an automobile, equipment, or an electronic item (such as a...]]></description><link>https://www.calfus.com/post/all-you-need-to-know-about-serialised-manufacturing</link><guid isPermaLink="false">67c2496435429c6e4f78d4b5</guid><pubDate>Thu, 21 Mar 2024 08:03:46 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/11062b_8d47d1c047904478a0cf81b25f044d11~mv2.jpeg/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Mangesh Hardikar</dc:creator></item><item><title><![CDATA[Leverage Oracle Collections to Minimize Customer Delinquency]]></title><description><![CDATA[Customer Delinquencies is a common problem in today’s world. Delinquencies and delayed payments adds stress to the balance sheet, has a...]]></description><link>https://www.calfus.com/post/leverage-oracle-collections-to-minimize-customer-delinquency</link><guid isPermaLink="false">67c2496335429c6e4f78d4a8</guid><pubDate>Fri, 23 Feb 2024 15:12:22 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/e4a70d_9bc56f14f9464a7a98d340fc46a50e73~mv2.png/v1/fit/w_577,h_373,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Shailesh Subramanian</dc:creator></item></channel></rss>