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You build specialized microservices for data ingestion, reasoning, validation, and execution. Because these services run in separate Python processes or containerized environments to prevent global interpreter lock (GIL) contention, they need a communication protocol. The default industry approach is networking.
Originally published on Code Beneath. A Unix domain socket (UDS) is a bidirectional communication channel between processes on the same host. It is a file-like object, not a network socket. The kernel passes data through shared memory and queues, not…
Author: Tobie Morgan Hitchcock SurrealKV 1.0 is a new open source persistent storage engine for SurrealDB, written in Rust and released under Apache 2.0 on 13 October 2026. With synchronous durability, it reads 7.95× faster than RocksDB and 73.7× faster than SlateDB, and it will be…
CedroDB is an experimental open-source project exploring another approach: combining several of these capabilities into a single local-first storage engine written in Rust. The project provides native libraries for Python and Node.js/TypeScript, allowing developers to interact with the…
An AI agent may need to remember previous interactions, retrieve relevant information, maintain its execution state, and recover interrupted workflows. But what if we could explore bringing several of these capabilities into a single embedded storage engine? That's the idea…
🚀 Introducing CedroDB — An Open-Source Embedded Database Built in Rust I've been developing CedroDB, an experimental, local-first database engine written in Rust, with native bindings for Python, Node.js, and TypeScript. The goal is to simplify how applications manage persistent data,…
Postgres has a reputation as a server-shaped database: install the daemon, create users, manage a service. But more and more tools now run Postgres inside or alongside your application, started and stopped with it, the way SQLite always has. This…
It is standard practice for code written in TypeScript to undergo a "type check" before it is run. As projects grow, this waiting time can sometimes reach several tens of seconds. pingdotgg/ts-rust is an experiment in which an AI…
In reltion with: Adobe, Developer, open source A developer using the name “ai_art_is_art” has announced seven open-source applications written in Rust and intended as free alternatives to major Adobe creative tools. The developer says the projects were built with help from…
Hi everyone, welcome back. Today, I will be going over ten Rust crates and tools worth knowing — serialization, async, CLI parsing, error handling, web services, database access, parallelism, and the cargo subcommands that make the day-to-day work pleasant. If you…