Feb 25, 2026 · Mobile Development

Mastering HarmonyOS Concurrency: TaskPool, Worker & TaskGroup in AI Photo App

Through an AI ID photo tool case study, this article demonstrates HarmonyOS concurrency patterns: TaskPool for short preprocessing, Worker for long AI inference, TaskGroup for parallel batch generation, SequenceRunner for dependent tasks, SharedArrayBuffer for zero-copy sharing, Sendable for thread-safe singletons, and producer-consumer queues for real-time previews, with before/after performance metrics.

HarmonyOSSendableSequenceRunner

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Mastering HarmonyOS Concurrency: TaskPool, Worker & TaskGroup in AI Photo App

Data STUDIO

Feb 10, 2026 · Backend Development

Master Python asyncio: Make Your Code Fly with Asynchronous Programming

This article explains why synchronous Python code blocks on I/O, introduces asyncio’s event loop and coroutine model, and walks through creating and managing tasks, using TaskGroup, handling timeouts, avoiding common pitfalls, and applying best‑practice patterns for high‑performance I/O‑bound programs.

Asynchronous ProgrammingPythonTaskGroup

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Master Python asyncio: Make Your Code Fly with Asynchronous Programming