Docker missing context

Summary A misconfigured Docker build context caused the Rust workspace to compile the wrong crate, leading to unexpected artifacts being copied into the final image. The COPY step behaved unpredictably because Docker was sending an incorrect or incomplete build context, influenced by .dockerignore and directory layout. Root Cause The failure stemmed from Docker’s build context … Read more

Rendered fewer hooks than expected issue next.js

Summary The issue arises from inconsistent hook rendering in a Next.js application, triggered by conditional logic or variable dependencies in the useEffect hook. This leads to the “Rendered fewer hooks than expected” error, as React expects a consistent number of hooks across renders. Root Cause Conditional Hook Execution: Hooks are called conditionally based on variables … Read more

How should I check if Huggingface model is already cached and ready to use?

Summary A Hugging Face embedding pipeline appeared “slow” on first use because the model had to be downloaded at runtime. The engineering question was how to detect whether a model is already cached so the application can show a progress indicator instead of appearing stalled. The underlying issue is that Hugging Face’s Node.js transformers package … Read more

What would be the best way to manage separate processes in JavaScript

Summary This incident examines a common architectural failure in JavaScript backends: long‑running device‑polling processes launched from HTTP handlers without a lifecycle management strategy. The system behaved unpredictably because the API attempted to start, track, and stop background processes using ad‑hoc references rather than a structured process manager. Root Cause The root cause was treating long‑running … Read more

How to skip unwanted characters before a specific specific character (comma) when reading a file in C

Summary This incident stemmed from a malformed fscanf format string that attempted to “skip unwanted characters” before a comma using invalid scanset syntax. The result was undefined behavior, buffer corruption, and inconsistent parsing across lines with long fields. Root Cause The failure was caused by incorrect use of scansets in fscanf, specifically patterns like: *[^,] … Read more

namespaces in headers(compiler-explorer)

Summary A build failure occurred when compiling a multi‑file C++ project on Compiler Explorer. The compiler reported that it could not locate the header file efanna2e/index_kdtree.h, even though the project used a namespace named efanna2e. The issue stemmed from incorrect include paths and mismatched directory structure, not from namespaces themselves. Root Cause The failure was … Read more

Programming learning methods

Summary This postmortem analyzes a common but subtle failure mode in self‑driven programming learning: believing you understand a concept because you can follow or reproduce a solution, while not building the deeper mental models required to transfer that knowledge to new problems. The issue is not lack of effort — it’s a mismatch between how … Read more

CSS selectors with querySelector: Select only top level element(s) in shadow DOM

Summary This incident centers on a subtle but common misunderstanding of how CSS selectors behave inside a DocumentFragment, especially when using querySelectorAll on a <template>’s .content. The engineer expected a selector that returns only top‑level elements within the fragment, but the DOM API does not provide such a selector. The result was unexpected matches and … Read more

Section vs Containers in Elementor

Summary This postmortem analyzes a common engineering debate inside WordPress/Elementor teams: Sections vs. Containers. The conflict arose when junior engineers proposed adopting Elementor’s newer Flexbox Containers, while senior engineers insisted on continuing with classic Sections due to historical usage and perceived responsiveness advantages. The disagreement exposed deeper issues in technical decision‑making, legacy inertia, and misunderstanding … Read more