Get current context from within node deserializer

Summary A deserializer failed to access property-level context during YAML parsing, preventing it from detecting whether a target property had a required attribute. The serializer path exposed IPropertyDescriptor, but the deserializer path did not, causing asymmetric behavior and unexpected type‑conversion failures. Root Cause The underlying issue was that YamlDotNet’s deserialization pipeline does not surface property … Read more

fast api : where to add dependencies

Summary This postmortem analyzes a subtle FastAPI dependency‑injection pitfall: attaching dependencies at the router level vs. attaching them at the function level. The issue appears trivial, yet it frequently leads to unexpected behavior, hidden performance costs, and inconsistent API semantics. Root Cause The root cause is the difference in execution scope between router‑level dependencies and … Read more

FOSS Opentelemetry storage backends that stores all metadata (value type, unit, etc.)

Summary This postmortem analyzes a recurring issue in OpenTelemetry‑based metric pipelines: the loss of metric metadata (unit, value type, instrument type) when data reaches common FOSS storage backends. Although OTLP defines rich semantic metadata, many backends silently discard it because they inherit the Prometheus data model, which historically does not preserve these attributes. The result … Read more

modelsummary to latex landscape

Summary Issue: Wide tables generated by modelsummary in R cannot be properly displayed in LaTeX landscape mode, causing layout issues. Goal: Embed the table in a LaTeX landscape environment alongside a section header on the same page. Root Cause modelsummary outputs tables with fixed dimensions that exceed page width in portrait mode. LaTeX landscape environment … Read more

SpringBoot JPA Entity Manager flush and clear functions helps in importing large data sets faster

Summary This postmortem examines a performance issue encountered during large‑dataset imports in a Spring Boot + JPA application. The team resolved the slowdown and memory pressure by batching writes and explicitly calling flush() and clear() on the EntityManager inside a single transaction. This pattern is widely used in real systems, but it also exposes deeper … Read more

Calculate the source code difference size between Linux kernel and Android

Summary Calculating the source code difference size between the Linux kernel and Android using Git resulted in an unexpectedly small difference of ~15 MiB. This postmortem analyzes the root cause, real-world impact, and solutions to this issue. Root Cause The primary issue lies in the incorrect assumption that the calculated difference represents the entire Android … Read more

How does .NET ensure memory safety of the compiler generated state machine for async/await?

Summary The .NET runtime ensures memory safety for compiler-generated state machines in async/await by leveraging memory barriers and thread synchronization mechanisms. When an asynchronous method yields, the state machine’s memory is synchronized across CPU cores to prevent cache inconsistencies. This is achieved through memory fences inserted by the runtime, ensuring that changes made by one … Read more

How to update or replace element in array in React

Summary A React state array was being updated incorrectly because the update logic replaced every element instead of updating one specific index. The root issue was mixing DOM inspection (childNodes) with React state updates, causing non-deterministic behavior and full-array overwrites. Root Cause The update function: setTips((tips) => tips.map((x, i) => (+x !== e.target.childNodes[i].id ? newTip … Read more

EventCallback handling not working as intended

Summary This incident documents a Blazor component‑interaction failure where a PaginationBar component raised an EventCallback, but the parent component never re-rendered with the updated page. The callback fired, but the UI did not update because the parent was not receiving or propagating state changes correctly. Root Cause The underlying issue was a one‑way data flow … Read more