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Experimentation for Engineers: From A/B testing to Bayesian optimization
What's inside
Design, run, and analyze an A/B test
Break the “feedback loops” caused by periodic retraining of ML models
Increase experimentation rate with multi-armed bandits
Tune multiple parameters experimentally with Bayesian optimization
Table of Contents
1 Optimizing systems by experiment
2 A/B testing: Evaluating a modification to your system
3 Multi-armed bandits: Maximizing business metrics while experimenting
4 Response surface methodology: Optimizing continuous parameters
5 Contextual bandits: Making targeted decisions
6 Bayesian optimization: Automating experimental optimization
7 Managing business metrics
8 Practical considerations
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Effective Platform Engineering
In Effective Platform Engineering, you’ll learn to deliver:
• Improved business outcomes
• Product management strategies
• Secure, scalable Kubernetes-based engineering platforms
• Effective Service Level Objectives to boost trust and adoption
• Modern control plane patterns that streamline developer workflows
Effective Platform Engineering shows you how to establish and administer the kind of platforms that reduce a dev team’s workload, improve consistency, and accelerate software delivery. Organized in three parts—foundations, building, and scaling—it blends mental models, patterns, and runnable examples to help you go from MVP to production-grade platform. You’ll learn how to treat platforms as products and demonstrate their value by improving engineering outcomes and delivering measurable business impact. You’ll love the book’s informed guidance and practical insights on satisfying stakeholders and driving organizational success.
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Just Use Postgres!: All the database you need
• Use Postgres as an RDBMS for transactional workloads
• Develop generative AI, geospatial, and time-series applications
• Take advantage of modern SQL including window functions and CTEs
• Perform full-text search and process JSON documents
• Use Postgres as a message queue
• Optimize performance with various index types including B-trees, GIN, GiST, HNSW, and more
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Building Micro-Frontends: Distributed Systems for the Frontend 2nd Edition
Accelerate delivery with four foundational pillars for micro-frontend success
Apply actionable principles and best practices to empower your teams
Navigate the benefits and pitfalls of micro-frontend architectures
Integrate micro-frontends seamlessly with microservices and distributed systems
Architect client-side and server-side micro-frontend solutions for maximum impact
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https://github.com/VaughnVernon/DomoActors-TS
Actor Model toolkit for TypeScript: Fault-tolerant, message-driven concurrency.
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"Looks Good To Me": Constructive code reviews
“Looks Good to Me” teaches you how to:
• Understand a code review's benefits proactively prevent loopholes and bottlenecks
• Co-create an objective code review system
• Clarify responsibilities: author, reviewer, team lead/manager, and the team itself
• Establish manageable guidelines and protocols
• Align with your team and explicitly document the policies they will follow
• Automate code quality with linting, formatting, static analysis, and automated testing
• Compose effective comments for any situation
• Consider combining code reviews with pair programming or mob programming
• AI for code reviews
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https://www.oqtane.org/#about
What is Oqtane?
Oqtane is an open source and cross-platform CMS and application framework for building modern digital experiences on .NET. Oqtane apps are composed of reusable web UI components implemented using C#, HTML, and CSS. Both the client and server code is written in C#, providing a consistent and efficient development experience.
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https://www.youtube.com/watch?v=Xzw6ttOIpnE
Mastering Git in JetBrains Rider
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Architecture for Flow: Adaptive Systems with Domain-Driven Design, Wardley Mapping, and Team Topologies (Addison-Wesley Signature Series (Vernon))
Understand competitive landscapes and anticipate change through strategic visualization
Analyze problem domains and design modular solution spaces aligned with business and user needs
Implement domain models that keep core business logic decoupled from external changes
Optimize team structures and interactions to reduce bottlenecks and enhance flow
Practical guidance for transforming monolithic systems into adaptive architectures
Foster organizational culture that sustains flow and embraces future change
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C# 14 and .NET 10 – Modern Cross-Platform Development Fundamentals: Build modern websites and services with ASP.NET Core, Blazor, and EF Core using Visual Studio 2026
C# and .NET remain the backbone of modern enterprise and cross-platform development. Whether you're building high-performance websites and services on Windows or Linux or desktop apps that run on Windows and macOS, the .NET ecosystem provides a mature yet constantly evolving foundation for software development. With the release of C# 14 and .NET 10, developers now have access to a more powerful toolset.
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Understanding Distributed Systems, Second Edition: What every developer should know about large distributed applications
Learning to build distributed systems is hard, especially if they are large scale. It's not that there is a lack of information out there. You can find academic papers, engineering blogs, and even books on the subject. The problem is that the available information is spread out all over the place, and if you were to put it on a spectrum from theory to practice, you would find a lot of material at the two ends but not much in the middle.
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https://learn.microsoft.com/en-us/dotnet/core/compatibility/10.0?source=recommendations
https://learn.microsoft.com/en-us/ef/core/what-is-new/ef-core-10.0/breaking-changes
شما مثله مجتبی نباشید
Breaking changes هارو بخونید
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