Fix COUNTIFS Partial String Mismatch Errors in Excel Reports

Summary A production reporting error occurred where a COUNTIFS formula failed to aggregate data correctly due to a partial string mismatch. The goal was to count occurrences where a specific category (cell C4) matched a column in the ‘Data’ sheet, while simultaneously filtering for a specific name (“Daffodil”) that exists as a substring within a … Read more

Automating Databricks Unity Catalog Metadata with dbt

Summary Retrieving the proper descriptions for Databricks Unity Catalog objects via dbt can be done in‑line by using the –description flag on the materialization configuration or by leveraging a custom macro that emits ALTER TABLE or ALTER SCHEMA statements during the on-run-end hook. This post outlines the root cause behind the limitation, the impact on … Read more

How to fix React Native 0.84 and worklets version conflict

Summary React Native Worklets version 0.7.1 is incompatible with React Native 0.84.0. The error message is accurate and the documentation link specifies the correct version pairs. You installed an outdated version of Worklets that does not support your React Native version. Root Cause Version Mismatch: react-native-worklets 0.7.1 is designed for React Native 0.73.x to 0.74.x. … Read more

C++ Reference Errors Fixed

Summary A production service experienced intermittent segmentation faults occurring at a rate of approximately 1% of requests. The crash manifested inside a trivial, inlined getter method. Debugging via GDB revealed a paradoxical state: the stack trace pointed to a member function, but the this pointer was explicitly 0x0 (nullptr). This issue was not caused by … Read more

How to Capture rlang::informMessages with sink() in R Unit Tests

Summary A minimal yet realistic failure: rlang::inform() messages are not captured by a simple sink() call because they are sent to the message output stream, not the standard output stream. By redirecting both streams—type = “output” for print()/cat() and type = “message” for rlang::inform()/warning()/abort()—unit tests and logging frameworks can capture the full user‑visible output. Root … Read more

Fixing Python 3.12 Deployments by numpy.distutils Deprecation

Summary A production deployment failed during the environment provisioning phase due to a breaking change in the Python standard library. Specifically, the installation of an older version of a dependency (ttpy==1.2.1) failed because it relied on numpy.distutils, a module that was deprecated in Python 3.10 and removed in subsequent versions. This issue highlights the danger … Read more

Ensuring ActiveStorage purge deletes files and cuts storage waste

Summary When the purge method is called on an ActiveStorage attachment, the Blob record is deleted, but the underlying file remains in the storage service unless the disk or cloud provider’s deletion event is triggered. In the scenario above, the purge loop removed the Blob rows but left the physical files intact, resulting in wasted space. Root Cause … Read more

Blazor WASM illegal instructionerror on Edge Enhanced Security

Summary A Blazor WebAssembly (WASM) application hosted on IIS experienced a sudden, total failure in Microsoft Edge browsers following a specific version update (145.0.3800.82). The application failed to load, throwing a critical browser-level error: STATUS_ILLEGAL_INSTRUCTION. The investigation revealed that the failure was not caused by application code changes or server-side issues, but by a conflict … Read more

iOS WebView YouTube Embed Error 152-4: Security Origin Fix

Summary An iOS application encountered Error Code: 152 – 4 when attempting to embed YouTube videos using WKWebView. This error manifests as “This video is unavailable,” even when the video ID is valid and playable in a standard browser. The failure occurs because YouTube’s security policies enforce Origin Validation to prevent unauthorized embedding and cross-site … Read more

Task.Delay Extended After Windows Sleep

Summary Task.Delay uses a timer that is driven by the system clock. When Windows enters sleep (S3) or hibernation (S4) the timer is paused, so the elapsed time does not include the period the machine was powered down. Consequently the delay finishes after the system wakes, extending the original interval. Root Cause Windows stops processing … Read more