StencilJS cannot find a valid PostCSS plugin

Summary This incident centers on StencilJS failing to recognize @tailwindcss/postcss as a valid PostCSS plugin, even though the configuration appears correct. The failure stems from a subtle but critical mismatch between Tailwind CSS v4’s new PostCSS architecture and Stencil’s PostCSS plugin loader, which still expects the older plugin format. Root Cause The underlying issue is … Read more

Keyboard problems in React Native

Summary The issue involves unwanted borders appearing on the sides of the keyboard in a React Native app when using KeyboardAvoidingView and ScrollView on iOS. This problem does not occur on Android. The borders detract from the user experience and are not part of the intended design. Root Cause The root cause is the default … Read more

Should a single API call handle everything to make life of frontend easy, or there be as many apis as needed

Summary The question of whether a single API call should handle everything to make life easier for frontend developers or if there should be as many APIs as needed is a common dilemma. Tight coupling and code duplication are two primary concerns when designing APIs. As a senior production engineer, it’s essential to strike a … Read more

Why is try/catch within nested for loops substantially slowing down execution time?

Summary Replacing if/else boundary checks with try/catch in nested loops causes a 450ms slowdown per row due to exception overhead. This issue arises from the high cost of throwing and catching exceptions in performance-critical loops. Root Cause Exception handling overhead: try/catch blocks incur significant runtime costs, even when exceptions are not thrown. Frequent boundary checks: … Read more

How do i resolve this error when installing tidyverse on MacOS?

Summary This incident documents a common MacOS installation failure when attempting to install tidyverse in R. The package manager attempts to download precompiled binaries, receives 404 Not Found, and then fails to extract incomplete .tgz files. The result is a misleading error claiming the file is “not a macOS binary package.” Root Cause The failure … Read more

The telemetry data content in Visual Studio Code

Summary This postmortem analyzes a common enterprise issue: misunderstanding how Visual Studio Code telemetry works and how to lock telemetry settings for managed deployments. The confusion often leads to privacy concerns, Works Council escalations, and inconsistent developer environments. Root Cause Ambiguous interpretation of VS Code’s telemetry categories, especially the “all” level. Lack of clarity on … Read more

For files uploaded via Django, how can I use them with libraries that require a hard file path to the file?

Summary This incident centers on a classic backend integration failure: Django’s uploaded file objects are not real filesystem paths, yet several third‑party libraries (Spire.Doc, Spire.Presentation, manual open()) require an actual OS-level file path. The system worked for PDFs only because that library accepts file‑like objects, while the others do not. Root Cause The root cause … Read more

Issue with Spring Boot/Webflux APIs on Kubernetes

Summary Spring Boot/Webflux APIs on Kubernetes failed to respond to health checks during load testing, causing Kubernetes to restart the service. The issue arose due to thread pool exhaustion under high concurrency, preventing health check endpoints from being serviced. Root Cause Thread pool exhaustion: Webflux’s default thread pool size was insufficient to handle both application … Read more

Vertex Ai Returning Constant 429 Errors

Summary A large 700k‑token request sent through Vertex AI’s Prediction Service repeatedly returned 429 Resource Exhausted errors in European regions, despite the same prompt working in Google AI Studio. The failure was caused by backend quota and model‑serving constraints that Vertex enforces differently from AI Studio, especially for extremely large context windows. Root Cause The … Read more

How to install and use TailwindCSS into StencilJS via PostCSS

Summary This postmortem analyzes why integrating TailwindCSS 4 into StencilJS via PostCSS fails when following the official Tailwind documentation. Although both tools are mature, their configuration expectations differ in subtle but critical ways. The failure stems from a mismatch between Stencil’s build pipeline and Tailwind’s PostCSS plugin loading model. Root Cause The root cause is … Read more