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Asynchrony is not concurrency

Yes I know about that one talk from Rob Pike. The title of this blog post is not something you hear people say often, if ever. What you do hear people say is “concurrency is not parallelism”, but that’s not as useful, in my opinion. Let’s see how Wikipedia defines those terms: Concurrency refers to the ability of a system to execute multiple tasks through simultaneous execution or time-sharing (context switching) Parallel computing is a type of computation in which many calculations or proce

Asynchrony Is Not Concurrency

Yes I know about that one talk from Rob Pike. The title of this blog post is not something you hear people say often, if ever. What you do hear people say is “concurrency is not parallelism”, but that’s not as useful, in my opinion. Let’s see how Wikipedia defines those terms: Concurrency refers to the ability of a system to execute multiple tasks through simultaneous execution or time-sharing (context switching) Parallel computing is a type of computation in which many calculations or proce

SQLite async connection pool for high-performance

aiosqlitepool aiosqlitepool is a high-performance connection pool for asyncio SQLite applications. By managing a pool of reusable database connections, it eliminates connection overhead and delivers significant performance gains. Important: aiosqlitepool is not a SQLite database driver. It's a performance-boosting layer that works with an asyncio driver like aiosqlite, not as a replacement for it. aiosqlitepool in three points: Eliminates connection overhead : It avoids repeated database co

Zig's New Async I/O

Asynchronicity is not concurrency. In the Zig Roadmap 2026 stream Andrew announced a new way of doing I/O, let’s see what are the goals of this upcoming design and how that relates to the revival of async / await in Zig. The new I/O Interface The most notable change to Zig is the introduction of a new interface in charge of all I/O operations. Most importantly, the Io interface is now expected to be provided by the caller, just like we already do with Allocator . Old Zig: const std = @impor

Topics: async const data io try

Show HN: asyncmcp – Run MCP over async transport via AWS SNS+SQS

asyncmcp - Async transport layers for MCP Overview A regular MCP Server but working over queues : queue-based-mcp-example.mov Quoting from the official description : MCP is an open protocol that standardizes how applications provide context to LLMs. But a lot of this context is not always readily available and takes time for the applications to process - think batch processing APIs, webhooks or queues. In these cases with the current transport layers, the MCP server would have to expose

Show HN: BreakerMachines – Modern Circuit Breaker for Rails with Async Support

BreakerMachines The circuit breaker that went where no Ruby has gone before! ⭐ A battle-tested Ruby implementation of the Circuit Breaker pattern, built on state_machines for reliable distributed systems protection. Quick Start gem ' breaker_machines ' class PaymentService include BreakerMachines :: DSL circuit :stripe do threshold failures : 3 , within : 1 . minute reset_after 30 . seconds fallback { { error : "Payment queued for later" } } end def charge ( amount ) circuit ( :stripe ) . w