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Посты канала
⚡️ Claude Code против Codex
MCP. Directory has published a detailed comparison of two of the most popular agent-based CLIs for programming — Claude Code by Anthropic and Codex by OpenAI.
The authors conclude that there is no overall winner between them: both tools support MCP, can independently edit code, work with Git, run commands, and use subagents.
The key factors of choice are the model on which the agent works and the subscription already paid by the user. At the same time, the scenario of using both CLI simultaneously is becoming more and more popular among experienced developers: one agent writes code, and the other independently checks changes before committing.
♻️ Subscribe for free now!
| 2 | ⚡️ Levi's migrated its global IT infrastructure to Azure
Levi Strauss & Co., which has created some of the world's most recognizable jeans, has completed the migration of its global IT infrastructure to Microsoft Azure, consolidating nine ERP systems into a single cloud platform.
According to the company, the migration made it possible to halve delays, increase the performance of disk subsystems by 60% and reduce the decommissioning time of its own data centers from nine to six months.
The created cloud infrastructure became the basis for large-scale AI implementation: today Levi's uses more than 1000 AI agents, GitHub Copilot, and Microsoft Fabric to automate development, analytics, and business processes.
♻️ Subscribe for free now! | 42 |
| 3 | ⚡️ F# Weekly #26, 2026
A new issue of F# Weekly has been released. In the release: WebSharper 10.1 update, an article on compiling F# in Erlang using Fable REPL, as well as a new publication by Urs Enzler about consistency boundaries in Event Sourcing and other materials from the F# ecosystem.
♻️ Subscribe for free now! | 38 |
| 4 | ⚡️ Outbox Pattern in .NET: How to Guarantee Message Delivery Without Distributed Transactions
Here's a detailed guide to implementing Outbox in .NET 10 using EF Core, PostgreSQL, RabbitMQ, and MassTransit.
In this article, you'll learn how to avoid event loss in distributed systems by storing business data and messages in a single transaction, and then publishing asynchronously through a separate background process.
The article also discusses the issues of scaling, processing "poisonous" messages, and monitoring.
♻️ Subscribe for free now! | 87 |
| 5 | ⚡️ NBomber Studio 0.8.0
The developers of NBomber have released the NBomber Studio 0.8.0 update, the key innovation of which is the Load Test Schedules feature — it allows you to automatically run load tests on a schedule without manual intervention.
The platform has also expanded the ability to configure containers for Kubernetes by adding support for volumeMounts, volumes, envFrom, and tolerations, making it easier to work with secrets and configurations. In addition, the release includes improvements to the authentication system, new tabs for test analysis, and a number of interface improvements.
♻️ Subscribe for free now! | 94 |
| 6 | ⚡️ 12 правил Dependency Injection для ASP.NET Core
The built-in Dependency Injection mechanism in ASP.NET Core helps you build scalable and testable applications, but misuse of the dependency container can lead to memory leaks, runtime errors, and complexity to the architecture.
The article discusses 12 key rules for working with DI, from choosing between Transient, Scoped, and Singleton to avoiding circular dependencies, abandoning Service Locator, and using the Options pattern for configuration management.
The material will be useful for both beginners and experienced. NET developers working on web applications, APIs, and microservices.
♻️ Subscribe for free now! | 121 |
| 7 | ⚡️ F# Weekly #24, 2026
The latest issue of F# Weekly brings together the key events of the F# ecosystem: Fable 5.2 and Expecto 11 have been released, and Microsoft has presented the fifth preview of .NET 11.
The digest also includes news about Rider 2026.2 EAP, Visual Studio Code 1.124, new tools for agent-based AI systems, as well as a selection of materials, videos, and open source projects, from the F# port of Matplotlib to solutions for LLM orchestration and quantum computing on Azure Quantum.
Among the releases of the week are updates to SQLProvider, Thoth.Json, Akka.FSharp, and other popular libraries.
♻️ Subscribe for free now! | 84 |
| 8 | ⚡️ Microsoft Releases .NET 11 Preview 5
Microsoft has unveiled the fifth preview of the .NET 11 platform.
The release includes updates to the Runtime, SDK, ASP.NET Core, .NET MAUI, Entity Framework Core, and the C# language.
Among the key features are support for JSON Lines serialization in System.Text.Json, full outer join in LINQ, the X25519 key convention mechanism, union declarations in C#, and the MCP Server template in the dotnet new command.
Microsoft has also improved runtime performance, JIT compiler optimizations, and garbage collector performance.
Windows developers are encouraged to use Visual Studio 2026 Insiders to test the new version of the platform.
♻️ Subscribe for free now! | 60 |
| 9 | 🎥 Build 2026: Microsoft introduced the largest Azure service pack
At Build 2026, Microsoft announced a massive set of updates to Azure, covering cloud infrastructure, data platforms, development tools, and AI services.
Key innovations include Cobalt 200 ARM virtual machines, Azure Linux 4, HorizonDB database, new Azure AI Foundry capabilities, and tools for building and managing AI agents.
The company also introduced new models of the MAI family and expanded the functionality of Azure Functions, Logic Apps, Cosmos DB, API Management, and Azure AI Search, strengthening the integration of generative AI into enterprise cloud services.
For more details, see the special issue on the results of Build 2026!
♻️ Subscribe for free now! | 58 |
| 10 | ⚡️ .NET 11: Runtime Async, Native AOT, and AI Application Development Tools
At the Microsoft Build 2026 conference, the company spoke in detail about the key innovations of .NET 11.
The update includes an accelerated SDK with support for Native AOT, new capabilities for working with AI agents, improvements to System.Text.Json, and built-in support for the JSON Lines format.
One of the main announcements was Runtime Async, a new asynchronous execution mechanism that improves performance, reduces the size of applications, and simplifies debugging.
Microsoft also unveiled an initiative to improve memory security and a number of runtime optimizations that should make .NET a more efficient platform for cloud-native and AI-centric applications.
♻️ Subscribe for free now! | 53 |
| 11 | ⚡️ How to Create an MCP Server on .NET
Paul Michaels showed how to turn an ordinary . NET code into a set of tools that can be used by AI assistants like Cursor, VS Code, and LM Studio.
His sample MCP server connects to a local LLM through LM Studio, finds available functions in the assembly and allows the agent to call them via stdin/stdout — for example, create or add files.
According to the author, the basic implementation takes about 12 lines of code, and the new AI tool can be described as a simple static method with attributes and a clear text description.
♻️ Subscribe for free now! | 85 |
| 12 | ⚡️ HybridCache is a single API for two-tier caching
HybridCache is an API that combines fast local IMemoryCache and distributed IDistributedCache, such as Redis.
HybridCache automatically works with two cache tiers, takes care of data serialization, and protects applications from cache stampede, a situation where many concurrent requests overload the database after the cache has expired.
HybridCache also supports invalidation by keys and tags, but retains an important limitation: local caches on other servers are not cleared instantly, so developers need to configure the L1 cache lifetime separately.
♻️ Subscribe for free now! | 90 |
| 13 | ⚡️ Memory in C# will become noticeably safer
Microsoft has announced a large-scale rethinking of the memory safety model in C#. The key change is that unsafe will no longer be just a pointer marker and will become an explicit contract between the author of the code and its consumers, and the compiler will begin to control potentially harmful memory operations more strictly. Innovations should reduce the number of security errors and make the code, especially created with the help of AI tools, more reliable and predictable.
♻️ Subscribe for free now! | 116 |
| 14 | ⚡️ .NET API under 1 million requests per minute
The article discusses the construction of a high-load system based on ASP.NET Core Minimal API using a set of practices for the development of high-load services: EF Core optimization, the use of Dapper, the configuration of PostgreSQL indexes, the implementation of pagination and caching.
The performance of the solutions is evaluated using BenchmarkDotNet on a demo project that includes the Orders.Api service and the Orders.Benchmark benchmark set.
♻️ Subscribe for free now! | 134 |
| 15 | ⚡️ dotInsights | May 2026
JetBrains May Digest: Explore the impact of AI tools on code quality, multi-agent workflows in .NET, Entity Framework Core optimizations, and what's new in C# 15.
The company paid special attention to its own AI initiatives: early builds of ReSharper 2026.2 and Rider 2026.2 introduced new AI agents and tools for automating testing and analyzing code coverage.
♻️ Subscribe for free now! | 107 |
| 16 | ⚡️ F# Weekly #20, 2026
In the new issue, you will find interesting materials about .NET 11 Preview 4 and the release of SwaggerProvider 4.0 for F#.
♻️ Subscribe for free now! | 98 |
| 17 | ⚡️ In .NET, MAUI will default to CoreCLR
Microsoft has announced that starting with .NET 11 in .NET MAUI, the default runtime will be CoreCLR for Android, iOS, and Mac Catalyst apps. This means moving away from Mono in mobile development in favor of the same engine used in ASP.NET Core, Azure, and .NET desktop applications.
The company expects to unify the platform, improve performance through ReadyToRun and Profile-Guided Optimization, and prepare for full support for NativeAOT on mobile devices.
At the same time, Microsoft admits that some large Android applications are still facing performance regressions and an increase in the size of assemblies, so developers are advised to actively test applications on .NET 11 and, if necessary, temporarily return to Mono through a special configuration flag.
♻️ Subscribe for free now! | 109 |
| 18 | ⚡️ Web Worker in .NET 11 for background tasks in Blazor
.NET 11 introduces the Web Worker project template, which is designed to perform CPU-intensive tasks without blocking the interface.
This pattern can be used in Blazor applications to move heavy computing to background threads through Web Workers.
♻️ Subscribe for free now! | 91 |
| 19 | ⚡️ Working with context in OpenTelemetry
In distributed systems, it is important to maintain observability as requests move between processes and services.
The article describes how in . NET applications pass tracing context using OpenTelemetry to track the path of the request through different components.
♻️ Subscribe for free now! | 75 |
| 20 | ⚡️ F# Weekly #19, 2026
In the new issue of F# Weekly: analysis of the principles of compilers using the example of the algebraic expression compiler, announcements of new releases and much more!
♻️ Subscribe for free now! | 68 |
