Fixing Flaky CI/CD Tests in Jenkins: Async State Leakage Causes RangeError

Summary We encountered an intermittent, non-deterministic failure in our CI/CD pipeline (Jenkins) where Karma tests would fail with a RangeError: Maximum call stack size exceeded at Array.sort. This error was highly elusive, appearing only once in hundreds of test runs. While the application logic appeared sound during manual QA and local development, the flaky test … Read more

User Safety: safe

Summary A critical bug was identified in the addLast implementation of a DoublyLinkedList class. While the method successfully handles the edge case of an empty list, it fails to append any subsequent nodes to an existing list. This results in a broken data structure where the tail pointer is updated, but the existing nodes are … Read more

Fix GROUP BY errors in IoT time-series data aggregation

Summary During a recent load testing phase for our IoT telemetry pipeline, we identified a critical performance and logic regression. A query designed to aggregate energy consumption into hourly buckets was instead returning unaggregated high-cardinality rows. Because the query grouped by the raw TIMESTAMP rather than a truncated time bucket, the database was performing a … Read more

Simulating SLM Defects with OpenGL Volume Textures and Triplanar Mapping

Summary The problem involves simulating Surface Layer Manufacturing (SLM) defects for 3D-printed metal parts using OpenGL. The objective is to procedurally generate realistic textures that represent physical imperfections like “torn” areas or “flow filling” defects, rather than simply applying a static material. The core architectural challenge is deciding between pre-calculated texture mapping (distributing texture over … Read more

Why Android Installed Size Exceeds APK Size and How to Reduce It

Summary An application developer observed a massive discrepancy between their uncompressed APK size (13.4MB) and the final installed size reported by the Android system (24.6MB). Even accounting for the original APK being stored on the device, the math does not add up. This postmortem explores why the Android OS reports a size significantly larger than … Read more

Expo SDK 55 More Tab Overlay Not Opening Fix

Summary The issue is that the “More” tab in an Expo SDK 55 app should not navigate to a screen; instead it must open a quick‑action overlay similar to Evan Bacon’s Twitter demo. The developer has implemented a standard navigation tab but the overlay never appears. Key takeaway: A tab cannot both act as a primary navigation … Read more

Chrome rendering bug with inline‑flex, absolute positioning and clip‑path

Summary A critical rendering bug has been identified in Chromium-based browsers involving the intersection of inline-flex containers, absolute positioning, and clip-path properties. Under specific layout conditions, an absolutely positioned element contained within a clipped, offscreen child of an inline-flex container fails to repaint during scrolling. The element remains invisible until a layout trigger (such as … Read more

Image in Toggle differs from what it should be

Summary A SwiftUI view displays inconsistent image styling between a VStack and a Toggle inside a Menu. The Toggle in the Menu renders images differently despite sharing the same image property, leading to visual inconsistency and unintended layout behavior. Root Cause The core issue lies in how SwiftUI applies default styling and layout constraints to … Read more

Seaborn Split Violinplot with Multiple Hue Categories but on ONE single axis

Summary The engineering team encountered a technical limitation while migrating statistical visualization workflows from R (ggplot2) to Python (Seaborn). The requirement was to generate a split violin plot where multiple hue categories are represented as half-violins sharing a single central axis per X-axis category. Standard Seaborn implementation, when provided with more than two categories in … Read more

Graph‑Based LLM Contract Compliance with Efficient Loops

Summary Thispostmortem discusses common pitfalls in designing LLM-based contract compliance agents, focusing on three critical challenges: handling cross-references, ensuring decision consistency, and optimizing agentic loops. Key takeaways include avoiding context window overloads by structuring dependencies hierarchically and prioritizing explainability in compliance judgments. Root Cause The failures stemmed from unresolved architectural patterns in the workflow: Cross-references: … Read more