PL/SQL elegant Solution for HTML-User Input

Summary The issue presented involves maintaining state and passing a large number of parameters in an Oracle PL/SQL Web Toolkit (OWA) application. The developer currently relies on explicitly passing T_ARR collections and individual variables via hidden form fields, leading to “parameter bloat” and brittle code. While the developer asked about owa_utils context variables, the core … Read more

Power BI Split by delimiter

Summary The issue at hand involves Power BI data not updating properly when refreshed in the Power BI Service, despite working correctly in Power BI Desktop. This discrepancy occurs after splitting data into rows using a delimiter. The key takeaway is that refreshing data in the Power BI Service does not always update the data … Read more

Next.js 16 cache components

Summary A developer attempted to implement a cached utility function to generate the current year within a Next.js 16 server component using the experimental use cache directive. The goal was to cache the value of new Date().getFullYear() to satisfy framework constraints preventing non-deterministic time access inside prerendered components. The approach, wrapping the time call in … Read more

Jetty 12 Startup Time Optimization Using QuickStart module

Summary The Jetty 12 startup time optimization is a critical issue, especially when dealing with a large number of deployments. In this case, the Jetty 12.1.4 version is being used with e11 deployment, and around 36 files (18 wars with mapping 18 context XML configuration files) are deployed in the Jetty server. The startup time … Read more

Lack of semantic abstraction and unreliable tool invocation

Summary The core issue is a breakdown in the semantic abstraction layer between natural language inputs and database execution. In the current setup, the Model Context Protocol (MCP) integration fails to provide a true business-facing abstraction, forcing users to expose physical database schemas. Additionally, the LLM’s tool invocation is non-deterministic; it occasionally bypasses the MCP … Read more

cloudfront-viewer-country-name stopped working in AWS

Summary Between November 18th and 21st, Lambda functions behind CloudFront stopped receiving CloudFront-Viewer-Country-Name headers while CloudFront-Viewer-Country continued to function. The root cause was a change in how CloudFront handles country header formatting. AWS silently changed the format of geolocation headers from hyphenated (CloudFront-Viewer-Country-Name) to lowercase with spaces replaced by underscores (CloudFront-Viewer-Country-Name became CloudFront-Viewer-Country-Name). The Viewer … Read more

Performance of square root calculation – expectation versus reality

Summary A user-level benchmark suggests that math.sqrt(x) is approximately 20% faster than x**0.5 for calculating square roots in Python. While both operations are mathematically equivalent for positive numbers, the performance difference stems from how the Python interpreter and underlying C libraries handle these operations. math.sqrt maps directly to a low-level C library call optimized specifically … Read more

How to swap multiple variables using multiple assignment?

Summary The problem revolves around understanding how multiple assignment works in Python, particularly when swapping values of multiple variables. The key takeaway is that Python’s multiple assignment is a simultaneous operation, meaning all assignments happen at the same time. Root Cause The root cause of confusion lies in misunderstanding the order of operations during multiple … Read more