SpringBoot JPA Entity Manager flush and clear functions helps in importing large data sets faster

Summary This postmortem examines a performance issue encountered during large‑dataset imports in a Spring Boot + JPA application. The team resolved the slowdown and memory pressure by batching writes and explicitly calling flush() and clear() on the EntityManager inside a single transaction. This pattern is widely used in real systems, but it also exposes deeper … Read more

Not passing Shopify Review Test : “using session token for user authentication”

Summary This postmortem analyzes why a Shopify app fails the Shopify App Store Review Test for “using session token for user authentication.” The issue is common among new Shopify app developers who misunderstand how Shopify’s session tokens differ from traditional server‑side authentication. The failure stems from an incorrect or incomplete implementation of Shopify’s required JWT-based … Read more

Google Apps Script PUT API call

Summary This incident centers on a Google Apps Script PUT request failing with 400/500 errors when calling the Teamhub API. The GET request works, but the PUT request—intended to create a task—fails because Apps Script’s UrlFetchApp uses payload differently than fetch, and the API expects a raw JSON body, not form-encoded data. Root Cause The … Read more

GCP Connected Issue

Summary This incident stemmed from a misalignment between a Google Cloud Project and the Apps Script project metadata required for publishing a Google Workspace Add‑on. Although the project number and script ID appeared correct, the Marketplace configuration rejected the form because the Apps Script project was not actually bound to the same GCP project the … Read more

How we can change building module such as login screen

Summary The ABP Framework is a popular open-source framework used for building modular, scalable, and maintainable applications. However, modifying its building modules, such as the login screen, can be challenging. In this article, we will discuss the community support for ABP Framework, how to change building modules, and integrate external databases, APIs, and authentication systems. … Read more

Calculate the source code difference size between Linux kernel and Android

Summary Calculating the source code difference size between the Linux kernel and Android using Git resulted in an unexpectedly small difference of ~15 MiB. This postmortem analyzes the root cause, real-world impact, and solutions to this issue. Root Cause The primary issue lies in the incorrect assumption that the calculated difference represents the entire Android … Read more

How does .NET ensure memory safety of the compiler generated state machine for async/await?

Summary The .NET runtime ensures memory safety for compiler-generated state machines in async/await by leveraging memory barriers and thread synchronization mechanisms. When an asynchronous method yields, the state machine’s memory is synchronized across CPU cores to prevent cache inconsistencies. This is achieved through memory fences inserted by the runtime, ensuring that changes made by one … Read more

What is the proper way to upload a bitmap image to Vercel programmatically?

Summary Uploading a bitmap image to Vercel Blob Storage programmatically in a Next.js API endpoint requires proper handling of binary data and correct configuration of the upload parameters. The issue arises from incorrect content type specification and potential buffer handling errors, leading to a 0B file in storage. Root Cause Incorrect Content Type: The contentType … Read more

How to display file contents directly in the Windows Command Prompt?

Summary To display file contents directly in the Windows Command Prompt, the type command is the built-in solution, analogous to the Linux/Unix cat command. Root Cause The user was unaware of the type command, leading to inefficiency in viewing file contents directly in the CMD terminal. Why This Happens in Real Systems Lack of cross-platform … Read more

How to validate phone number length and numeric values in JavaScript?

Summary Phone number validation failed due to incorrect length check and numeric validation in JavaScript, causing invalid phone numbers to pass validation. Root Cause Incorrect length check: phone.length does not work on DOM elements; it should be phone.value.length. Flawed numeric validation: !isNaN(phone) checks the element itself, not its value, and uses a bitwise AND (&) … Read more