Remove category design-patterns
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Machine Learning for Fraud Detection in Streaming Services

The Netflix TechBlog

These services allow users to stream or download content across a broad category of devices including mobile phones, laptops, and televisions. The fraud categories that we consider in this work are (i) content fraud, (ii) service fraud, and (iii) account fraud.

C++ 312
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Application vulnerabilities: Important lessons from the OWASP top 10 about application security risks

Dynatrace

Insecure design This broad category refers to fundamental design flaws in the application caused by a failure to implement necessary security controls during the design stage. Use a safe development life cycle with secure design patterns and components. Apply threat modeling and plausibility checks.

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What is session replay? Discover user pain points with session recordings

Dynatrace

Conversely, if users encounter functional issues or poor UI design that frustrate common actions, replays provide clear evidence. Identify common patterns: In some cases, errors are one-off — users may have taken specific actions that led to singular outcomes. In others, patterns emerge. Identify patterns.

Mobile 252
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Prompting Isn’t The Most Important Skill

O'Reilly

Although I agree that designing good prompts for AI is an important skill, Agarwal overstates his case. Attempts to define prompt engineering fall into two categories: Coming up with clever prompts to get an AI to do what you want while sitting at your laptop. Designing and writing software systems that generate prompts automatically.

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Building a Media Understanding Platform for ML Innovations

The Netflix TechBlog

Dawn Chenette , Design Lead This approach had several benefits for product engineering. It also provided insights into query patterns and algorithms that were gaining traction among users. At the same time, we kept the design open enough to allow future extensibility. Incredible!”

Media 291
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Rapid Event Notification System at Netflix

The Netflix TechBlog

This separation allows us to tune system configuration and scaling policies independently for different event priorities and traffic patterns. This capability allows notifying specific device categories as per the use case.

Systems 334
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UI Design Patterns That Don't Scale

SQL Performance

I want to talk about UI design choices that lead to data access patterns that are awkward to implement using SQL Server. Sort-By-Column is such a familiar pattern that we can take it for granted. Just like we saw with the Sort-By-Column pattern, a TOP operator is only cheap if it doesn’t need to sort a lot of data first.

Design 92