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Fork‑Join

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Smart Era Software Development
Smart Era Software Development
Nov 14, 2025 · Artificial Intelligence

AsyncThink: How Microsoft’s Agentic Organization Turns LLMs into Project Managers

The paper introduces AsyncThink, a novel "agentic organization" paradigm that lets large language models dynamically fork, join, and coordinate multiple reasoning agents, achieving higher accuracy and lower latency than traditional chain‑of‑thought or parallel‑thinking approaches across math, Sudoku, graph, and genetics tasks.

Agentic OrganizationAsyncThinkFork‑Join
0 likes · 8 min read
AsyncThink: How Microsoft’s Agentic Organization Turns LLMs into Project Managers
Architects Research Society
Architects Research Society
Dec 13, 2020 · Backend Development

Understanding Ballerina’s Native Data Types, Parallel Processing, and Development Tools

This article introduces Ballerina’s unique language features, including native XML/JSON data types, datatable handling, inline definitions, parallel processing with workers and fork‑join, and the comprehensive development toolset such as Composer, Testerina, connectors, and editor plugins, illustrating code examples throughout.

Backend DevelopmentBallerinaData Integration
0 likes · 11 min read
Understanding Ballerina’s Native Data Types, Parallel Processing, and Development Tools