Posts tagged AI-Assisted are created with support from artificial intelligence. I use AI tools to research, draft, and refine ideas—combining human insight with machine precision to deliver clear, informed, and creative content.
If you want to build high-quality software, you need a solid automated testing framework. The test pyramid ISTQB concept provides a clear roadmap for your software quality assurance efforts. It shows you exactly where to focus your time and resources…
Writing code without testing it is like driving a car with your eyes closed. You might get lucky for a while, but eventually something goes very wrong. That is where a well-structured testing strategy saves the day. If you have…
If you have been writing code for any length of time, you have probably stared at an old file and thought, "Who wrote this mess?" Then you realized it was you, six months ago. That moment of recognition is exactly…
Building a new application is much like constructing a house. You cannot just start laying bricks without a solid system blueprint in place. Software architecture serves as that essential technical foundation for your digital projects. When you understand software architecture,…
Something quietly remarkable happened at OpenAI. A team shipped a real, production-grade application without writing a single line of code by hand. No manual commits. No hand-crafted functions. Just AI agents doing all the implementation work while the engineers focused on something…
You have probably hit a wall where your application feels slow, hard to scale, and increasingly painful to maintain. CQRS, or Command Query Responsibility Segregation, is one of the most powerful architectural patterns in software development that you can adopt to solve…
You might be searching for a better way to manage your complex software projects. Spec-driven development is an innovative methodology that can completely transform how you build applications. This approach flips the traditional software engineering model upside down. You write…
If you have been looking for a way to speed up your Oracle APEX development, enabling the built-in AI assistant is one of the best moves you can make. Oracle APEX has a native AI integration that puts an AI…
If you are running AI workloads on Oracle Cloud Infrastructure, May 2026 brought a set of meaningful changes worth understanding at an implementation level. Two new models landed on OCI Enterprise AI, the sovereign deployment architecture got a concrete production…
When you run Oracle AI Database on AWS, you end up managing audit and operational logs across two cloud planes simultaneously. OCI handles its own telemetry through Log Analytics, and AWS surfaces its log streams through CloudWatch. Neither plane alone…
The world of artificial intelligence moves fast in 2026, and keeping up with it can feel overwhelming. Whether you are a developer, a researcher, or just someone curious about machine learning, finding the right AI blogs to follow can make…
You often hear that Kubernetes applications should be stateless to scale effectively. However, your real-world engineering requirements might involve legacy sessions or complex authenticated user flows. When you need to keep a user connected to the same backend pod, session…
Select AI is Oracle's in-database natural language layer. It lets you generate SQL from plain text, retrieve semantically relevant content from vector stores, build agentic workflows, and produce synthetic data, all from within the database engine using SQL and PL/SQL…
Most production agent stacks carry the same architectural debt: a vector store bolted on for retrieval, a relational table for chat history, hand-written extraction prompts to convert conversations into facts, and bespoke isolation logic layered on top of all of…
A single standby database is a reasonable starting point for disaster recovery, but it forces a binary choice at failover time. You either cut over to your one available standby or you do not. Real production environments have multiple failure…
If you are running a hybrid cloud environment that straddles Oracle Cloud Infrastructure and Google Workspace, you have probably dealt with the painful reality of managing two separate identity lifecycles. You maintain users in Google Workspace for productivity tooling and…
If you are building a financial reporting or planning application on Oracle APEX and your customers demand EU data residency, the path forward is Oracle EU Sovereign Cloud backed by Autonomous Database. This is not just a geography checkbox. It…
When you are running latency-critical database workloads on Exadata Cloud@Customer, your storage tier is often the single biggest performance constraint. Oracle has added the Extreme Flash storage server to the Cloud@Customer lineup, and the engineering decision of whether to use…
