Preventing No‑Op Updates in PostgreSQL: How IS DISTINCT FROM Cuts WAL and Index

Summary A recent production incident involving high-frequency updates to a core users table revealed that redundant updates—where the new value is identical to the current value—were causing unnecessary Write-Ahead Log (WAL) bloat and index churn. We identified that adding a IS DISTINCT FROM check to UPDATE statements significantly reduces the write load by preventing “no-op” … Read more

Resolving NSTextLayoutManager highlight glitches in SwiftUI

Summary The system experienced unreliable UI updates when attempting to apply dynamic rendering attributes (such as background highlights) via NSTextLayoutManager within an NSTextView hosted in SwiftUI. Despite calling invalidation methods, the text view would either fail to render the highlight initially or stop responding to subsequent attribute changes. This resulted in a desynchronization between the … Read more

Resolving SSIS PostgreSQL ODBC Hang on Long‑Running Queries

SSIS PostgreSQL ODBC Connection Hang: A Technical Postmortem Summary A production SSIS package executing long-running queries against PostgreSQL experiences a hang condition after the query completes successfully. The package remains in execution mode until the timeout expires, at which point it throws a connection-related error. This issue consistently manifests with queries exceeding 10 minutes while … Read more

Fixing 404 Errors in LMS Video Routing When Embedding YouTube

Summary During a high-traffic period on our educational platform, several users reported 404 Not Found errors when attempting to access specific course modules. The issue was particularly frustrating because the core content—the video lectures—were hosted externally on YouTube. While the platform’s authentication and payment gateways remained functional, the routing logic for the video player pages … Read more

React Native EAS Production Bug: Supabase RPC Silent Failures

Summary A critical production bug was identified where a Supabase RPC (Remote Procedure Call) function successfully executed in the SQL Editor but failed silently in a React Native EAS production build. The function was designed to increment a counter via SECURITY DEFINER, but despite the user being authenticated and the parameters being valid, the database … Read more

iOS vs iPadOS Why didSelect Fails on iPad for iMessage Games

Summary A critical behavioral discrepancy exists between iOS and iPadOS within the MSMessagesAppViewController lifecycle. In a turn-based iMessage game, the didSelect(_:conversation:) delegate method—intended to trigger game state loading when a user taps a message bubble—fails to fire on iPad if the user taps the same message bubble multiple times consecutively. While iPhone behavior is consistent, … Read more

Why defining __USE_MISC is undone by stdio.h in strict C modes

Summary An engineer observed a confusing behavior where manually defining a internal glibc macro, __USE_MISC, was being undone by the inclusion of <stdio.h> when compiling with strict standards flags (like -std=c23). While the macro was visible before the include, it vanished after, leading to the loss of mathematical constants like M_PI. This is not a … Read more

Avoid IBM i AS400 Job Saturation by Fixing JT400 Polling Loop Issues

Summary An application using the JT400 library to interface with an IBM i (AS400) system was causing a resource exhaustion issue. The developer implemented a polling loop using dq.read(0) (a non-blocking read) to avoid “hanging” the process. However, because the loop executed rapidly without proper exit conditions or connection management, it spawned an uncontrolled number … Read more

Why Detecting AI Coding Assistants in Git Repos Is So Hard

Summary The user is requesting a specialized fingerprinting tool for GitHub repositories, analogous to Wappalyzer or BuiltWith, but specifically designed to detect the presence of AI coding assistants (e.g., Cursor, Claude Code, GitHub Copilot). While traditional web fingerprinting looks at runtime headers and JavaScript bundles, the user wants to identify the development-time tooling used to … Read more

Chrome translation breaks HTML structure in complex pages

Summary A production investigation revealed that Chrome’s built-in translation engine frequently breaks the structural integrity of HTML documents. When translating content, the engine injects pseudo-tags (e.g., <a i=0>) to track text nodes. In complex documents containing nested inline elements like <code> or <strong>, the translation service often fails to respect the boundaries of these tags, … Read more