Performing a reduce operation with Metal under Swift

Summary I encountered a bug while porting a Metal reduction kernel from the official specification. The original code contained an out-of-bounds memory access due to a race condition, and my attempted fix introduced a logic error that caused the reduction to silently fail. The root cause was a misunderstanding of how threadgroup memory and SIMD … Read more

VirtualBox Ubuntu 22.04: Is it safe to switch between NAT and Bridged networking using two adapters and ip route without rebooting?

Summary A user reported slow download speeds when using VirtualBox’s Bridged networking mode on an Ubuntu 22.04 VM compared to NAT mode. To avoid the time-consuming process of rebooting the VM to switch modes, they implemented a workaround involving two virtual NICs (one Bridged, one NAT) and manually switching the default route using ip route. … Read more

How to extract financial statement tables from PDF using Python?

Summary This technical postmortem analyzes the common failures when extracting financial statement tables from PDFs using Python. The primary issue stems from treating all PDFs uniformly, ignoring the fundamental distinction between digitally native PDFs (text-based) and scanned images (requiring OCR). A typical failure scenario involves attempting to parse a scanned 10-K report directly with pypdf … Read more

facet bold titles in ggplotly

Summary A user reported that when converting a ggplot2 object with bold facet strip text to a ggplotly object using the plotly library, the bold styling is lost. The root cause is that ggplot2 and plotly use different rendering engines and styling models. ggplot2 applies element_text(face = “bold”) to the plot theme, but the ggplotly() … Read more

Migration options for viewDefinition.json and CrP being retired

Summary The deprecation of Custom Resource Providers (CrP) in Azure has left many users, including those utilizing Managed Applications and viewDefinition.json, uncertain about their migration options. The official documentation still references CrP as a solution, but the announcement to retire CrP lacks clear guidance on alternatives. Users are instructed to contact their account managers, but … Read more

Re-Targeting Ads Not Showing Up on desired placements

Summary The core issue is a mismatch between audience targeting and placement targeting due to bid strategy constraints and tag duplication. A Display Remarketing campaign targeting a specific list of hand-picked placements is failing to serve ads because the campaign’s bid strategy is too restrictive (e.g., low CPA or budget caps) or the overlap between … Read more

Is there a way to avoid duplicating productFlavors and buildConfigField across multiple Android modules?

Summary The problem of duplicating productFlavors and buildConfigField across multiple Android modules in a multi-module Android project is a common issue. This duplication occurs because each Android module generates its own BuildConfig file, and productFlavors need to be defined separately in each module to maintain compile-time safety. The question is whether there is a recommended … Read more

is sharidng worth it with that latency?

Summary This postmortem analyzes the architectural trade-offs in database sharding and proxy-layer query routing. The central issue is managing cross-shard joins with strict latency requirements. We examine whether sharding is worth the complexity for high-scale systems and evaluate strategies like in-proxy hash joins and denormalization. The key takeaway is that sharding introduces unavoidable operational complexity, … Read more