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Curated links from external sources — not 360Softy original articles.

ExternalSoftware Engineering
DZone

Frame Buffer Hashing for Visual Regression on Embedded Devices

I run test automation for a graphics team that ships software to streaming devices. About a year ago, we changed how our visual regression suite stores and compares its references. The old approach kept around 18GB of PNG golden images in the test repo and ran a pixel-by-pixel diff on every comparison. The new approach stores around 19KB of MD5 hashes in a JSON file and compares hash strings. Storage dropped by roughly three orders of magnitude. Comparisons became effectively free. A category of

ExternalSoftware Engineering
DZone

Amazon Quick: AWS's Agentic Workspace, Explained for Engineers

AWS has been building agentic infrastructure for some time now — Bedrock, AgentCore, Strands — mostly aimed at engineers who want to build their own agent systems from scratch. Amazon Quick is a different layer of the same bet: a ready-to-use agentic workspace that targets teams directly, without requiring custom orchestration code. This article walks through what Quick is, how its components fit together technically, how the MCP integration model works with real code, and where it sits relative

ExternalSoftware Engineering
DZone

Detecting Plan Regression in SQL Server Using Query Store

Weighted Baseline Regression Pattern for Query Store Plan regression in SQL Server usually shows up quietly. A query that has been stable for a long time suddenly becomes slower, even though there were no deployments, schema changes, or obvious infrastructure problems. In many cases, the issue is tied to an execution plan change caused by statistics updates, parameter sensitivity, changing data distribution, or normal optimizer behavior. Problem A common starting point is comparing "yesterday vs

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