Summary This incident centers on a Flask REST API implementing filtering + pagination, where the totalRecords value appears unreliable. Although the API returns correct filtered results, the logic used to compute the total count introduces subtle correctness and maintainability issues. This postmortem explains why this happens, how real systems typically solve it, and why junior … Read more
Summary A legacy amd64‑only Jupyter environment was run inside Docker on an Apple Silicon (M2) host. Although the container launched and Jupyter started, the notebook kernel stayed stuck on “Connecting…” because the browser could not establish a WebSocket connection to the kernel running under Rosetta‑translated Docker networking. The issue was not Tornado itself but a … Read more
Summary This postmortem analyzes a learning‑roadmap failure pattern frequently seen in engineers transitioning from classical Deep Learning into LLM & Generative AI engineering. The user’s roadmap is strong, but it misses several production‑critical components that real systems depend on. This document explains why these gaps appear, how they impact real systems, and how senior engineers … Read more
Summary A deployment to App Engine Standard (Node.js 20) failed because the service attempted to configure a Serverless VPC Access Connector, a feature not supported by the Node.js 20 runtime in App Engine Standard. The platform rejected the vpc_access_connector field because the runtime does not implement the underlying VPC Access integration layer. Root Cause The … Read more
Summary The issue arises from a misconfigured route in CodeIgniter 4, where the POST request to /auth/login is not properly mapped to the Auth::login method, resulting in a 404 Not Found error. The GET request works because it is explicitly defined, but the POST request is not handled correctly due to the use of $routes->add() … Read more
Summary Issue: Slow removal of PDF content objects at specific (x, y) coordinates using iText7 due to expensive geometry calculations and initialization. Impact: High latency on complex pages with many operations. Goal: Find a faster, more direct mechanism to identify and remove objects at given coordinates. Root Cause Treating every q … Q block as … Read more
Summary Tcpdump with -i any captures packets from all interfaces, including those not directly visible on the host, such as ipvlan-based pod interfaces. This behavior occurs because the kernel forwards packets to the any interface, even if the interface is not listed via ip addr or ip link. Root Cause The root cause lies in … Read more
Summary A migration from Spring Security 5 → 7 caused the login form submission to return HTTP 404. The root issue is that Spring Security 7 no longer uses WebSecurityConfigurerAdapter, and the old .loginProcessingUrl() and .antMatchers() configuration no longer registers the login endpoint. As a result, the POST to the login URL is not mapped, … Read more
Summary The problem of persisting tooltips in Vega-Lite charts without hover action is a common challenge. The goal is to display and persist multiple tooltips on the chart at the same time, allowing for screenshotting. The expected solution involves finding a workaround to persist multiple tooltips simultaneously. Root Cause The root cause of this issue … Read more
Summary This postmortem analyzes a wkhtmltopdf layout defect where repeated table headers overlap the first row on subsequent pages when rows contain long, multi‑line text. Although the HTML renders correctly in browsers, wkhtmltopdf’s patched Qt layout engine fails to recalculate row heights before placing repeated headers, causing truncation and overlap. Root Cause The failure stems … Read more