Tagged articles

async tasks

5 articles · Page 1 of 1

Sep 11, 2026 · Backend Development

Distributed Systems' Hardest Challenge: State Over Interfaces — Consistency, Idempotency & Async Tasks

This article explores why cross-service state management is harder than API design in distributed systems, using a refund example to illustrate how local transactions, idempotency, state machines, Outbox patterns, and manual intervention achieve recoverable convergence when operations span multiple services and external channels.

Outbox Patternasync tasksconsistency

0 likes · 21 min read

Distributed Systems' Hardest Challenge: State Over Interfaces — Consistency, Idempotency & Async Tasks

AI Tech Publishing

Jun 29, 2026 · Artificial Intelligence

Productionizing LLM Agent Harness: Architecture, Backend Design, and Optimization

The guide explains how to turn a basic LLM call into a production‑ready multi‑agent system by introducing the Agent Harness architecture—five components (Orchestrator, Subagents, Skills, Backend, Context Engineering)—and detailing backend state handling, isolated sub‑agents, caching layers, token optimization, async task queues, and observability best practices.

Agent HarnessCachingLLM

0 likes · 27 min read

Productionizing LLM Agent Harness: Architecture, Backend Design, and Optimization

MaGe Linux Operations

Apr 15, 2024 · Operations

Speed Up Ansible: Deep Dive into Execution Flow, Async Tasks, and Performance Tweaks

This article explains why Ansible can be slow with many tasks, shows how to profile task execution, analyzes the detailed SSH‑based execution process, and provides practical optimizations such as adjusting forks, using async/poll, enabling persistent SSH connections, pipelining, tweaking fact collection, and employing the Mitogen strategy plugin.

Performance OptimizationPipeliningSSH

0 likes · 29 min read

Speed Up Ansible: Deep Dive into Execution Flow, Async Tasks, and Performance Tweaks

Alibaba Cloud Native

Jul 15, 2022 · Cloud Native

Boost Data Analysis and ETL with Alibaba Cloud Function Compute Async Tasks

This guide explains how to use Alibaba Cloud Function Compute asynchronous tasks for large‑scale data analysis, database autonomous services, Kafka‑based ETL pipelines, and high‑performance video transcoding, highlighting architecture migration, cost reduction, deployment steps, and observable serverless task capabilities.

Data AnalysisETLServerless

0 likes · 16 min read

Boost Data Analysis and ETL with Alibaba Cloud Function Compute Async Tasks

MaGe Linux Operations

Sep 2, 2020 · Backend Development

How to Run Celery Tasks with Redis Without a Web Framework

This guide explains how to configure Celery to use Redis as both broker and result backend, covering project layout, code setup, task definition, execution flow, task states, and common control operations for asynchronous Python workloads.

PythonRedisasync tasks

0 likes · 6 min read

How to Run Celery Tasks with Redis Without a Web Framework