WebGL and playwright different output when using the built in browser

Summary A production WebGL application rendered correctly in standard Chromium but produced intermittent visual artifacts only when run inside the Playwright automation browser. The issue manifested as incorrect ID-based coloring, “garbage” values, or leftover pixels in instanced geometry (specifically spheres), while other geometries (quads) remained stable. The root cause was identified as a precision loss … Read more

Composition in SQL; Primary keys

Summary This postmortem analyzes a common architectural flaw in relational database design: mistaking object-oriented composition for a database primary key strategy. The core issue arises when developers attempt to enforce domain constraints (like a receipt having exactly one specific item) using database keys in a way that violates First Normal Form (1NF) and creates brittle, … Read more

Highlight all cells of identical class in a table

Summary A developer managing a large table with ~100 dynamic highlight groups asked if CSS could match arbitrary class names via a capture group to avoid maintaining ~100 lines of selectors. The core issue is that CSS lacks pattern-matching capabilities for dynamic or arbitrary class names, and the :has() pseudo-class cannot select sibling elements based … Read more

Why is `iota(0) | common` not a `random_access_range`?

Summary A std::ranges::iota_view, which is a RandomAccessRange, loses its random access capability when piped through std::views::common. This prevents the usage of the subscript operator ([]) on the resulting view, even though the goal was simply to enable std::ranges::distance calculations (which require a common_range) on a taken or unbounded sequence. The view becomes a common_range but … Read more

How do I run my Unity WebGL game locally for testing?

Summary A developer struggles with an inefficient Unity WebGL testing loop on macOS. They are under the impression that every code change requires a full Build and Run cycle, which invokes a Python-based local web server that they cannot locate or execute. This leads to the assumption that the operating system or missing Python environment … Read more

How flash 8 brush worked?

Summary A user requested a technical postmortem-style article explaining the algorithm behind Adobe Flash 8’s brush tool. The goal was to understand how raw mouse input points are efficiently converted into a smooth Bezier curve with a constant width (tube mesh). The core issue is balancing fidelity to input data against data size (vector compression). … Read more

Automate downloading some files off of an aplication

Summary A developer attempted to automate downloading videos from a FreeTube-like application using Python, encountering challenges with programmatically simulating GUI interactions, handling download dialogs, and managing file naming. The core issue was attempting to automate a desktop application’s UI rather than leveraging the underlying API or command-line tools that the application likely uses internally. The … Read more

Why does the interactive Python interpreter in PyPy have a slightly different command-line interface?

Summary The interactive prompt in PyPy uses four symbols (>>>> and ….) instead of the standard three (>>> and …) primarily to visually distinguish the PyPy environment from CPython. This prevents users from confusing a PyPy session with a CPython session. It is a deliberate UI choice rather than a technical limitation of the REPL … Read more