How Integer Overflow Breaks Unix Timestamps in Production

Summary During a data migration involving legacy archival records, we observed a critical discrepancy between our Ruby application’s time calculations and the client-side rendering in Discord. While Ruby’s Time class successfully parsed massive negative integers representing dates in the deep past (e.g., year -271821), the Discord timestamp formatting (Unix epoch based) produced a date in … Read more

Secure authentication by moving redirects from client to server

Summary We experienced a critical architectural failure during a recent deployment where an authentication gate was implemented via client-side redirection instead of server-side enforcement. The goal was to redirect unverified users to a verification page (example.com) before allowing access to the protected application. However, the implementation relied on JavaScript-based URL manipulation, which allowed unauthorized actors … Read more

How to Get Device-Level Time Span in Apache IoTDB

Summary A user attempting to calculate the global time span of a device in Apache IoTDB 2.0.5 discovered that the built-in TIME_DURATION function operates strictly at the individual timeseries level. Even when using wildcards (*) or ALIGN BY DEVICE, the engine returns a duration for every single measurement point rather than a single aggregate value … Read more

Fixing Nested Scroll Issues in Automation Scripts for Web UIs

Summary An automation engineer encountered a common failure pattern where global scroll commands (like window.scrollTo) failed to interact with nested overflow containers. The automation script was successfully triggering the main viewport scroll but was unable to target specific sub-elements containing independent scrollbars. This resulted in a “partial visibility” bug where the automation could not access … Read more

Fixing GROUP BY TIME Syntax Errors in Apache IoTDB 2.0.6

Summary A production query failure occurred in an Apache IoTDB 2.0.6 environment while attempting to perform conditional aggregation over time-series windows. An engineer attempted to use the COUNT_IF function combined with a GROUP BY TIME clause to count events exceeding a specific threshold within 2-second intervals. The execution failed repeatedly with SQL parser errors, specifically … Read more

Spring Boot 4 Redis Serialization Fails After Jackson3 Upgrade

Summary During a major version upgrade from SpringBoot 3.3.0 (Jackson2) to SpringBoot 4.0.2 (Jackson3), a critical regression occurred in the Redis serialization layer. The application failed to deserialize objects retrieved from Redis, throwing a SerializationException stating that the missing type id property ‘@class’ could not be resolved. This failure was caused by a mismatch in … Read more

Why .NET Teams Are Struggling With Modern Prompt-to-App Development

Technical Postmortem: The .NET Adoption Gap in the Age of Prompt-to-App Development Summary This postmortem examines the growing adoption gap between .NET backends and modern “prompt-to-app” development workflows. Teams are experiencing friction as veteran developers remain committed to .NET while newer hires gravitate toward Next.js, Tailwind, and AI-assisted tooling like v0 and Bolt. Key takeaways: … Read more

Why ARM Cortex-M RTOS Context Switches Fail and How to Fix Them

Summary A custom RTOS context switch implementation on an ARM Cortex-M (STM32) failed to execute task switching, resulting in a HardFault or system hang. The failure stemmed from incorrect manual stack frame initialization and improper usage of ARM Inline Assembly within a PendSV_Handler. While the logic for swapping pointers was present, the state of the … Read more

Why ZIO‑HTTP endpoint prefixing throws MalformedPath and how to fix it

Summary A developer attempting to globally prefix all ZIO-HTTP endpoints with /api encountered a critical failure. By using the literal(“api”) / routes pattern, they expected the paths to concatenate. Instead, the application threw a MalformedPath error, stating that the request for /api/activities failed because the decoder expected /activities but found the end of the path. … Read more