Collabagents Sehatra Fiaraha-miasa Misy Mpisolo Maro nataon'i Jiahui Yu and Xudong Xing

Ny endrika Collabagents Sehatra Fiaraha-miasa Misy Mpisolo Maro nataon'i Jiahui Yu and Xudong Xing dia mpandresy sarobidy amin'ny 2026 A' Design Award Varahina amin'ny Sokajin'ny Fifanintsanana Famolavolana Serasera, Fifandraisana ary Traikefan'ny Mpampiasa.

VarahinaSerasera· 2026

Collabagents Sehatra Fiaraha-miasa Misy Mpisolo Maro

nataon'i Jiahui Yu and Xudong Xing

Mpanjifa: CollabAgents

Mpandresy A' Design Award Varahina amin'ny Sokajy Serasera

10,538

Mpandresy Loka Voamarina

Hanamarina ny Sata Loka ho an'ny #183243

Jereo ao amin'ny A' Design Award Fanambarana ho an'ny Mpanao Gazety Marika Loka

Loko

Ny Endrika

Momba ny Collabagents Sehatra Fiaraha-miasa Misy Mpisolo Maro

CollabAgents dia sehatra fiaraha-miasa misy mpisolo maro natao ho an'ny fizotran'asa sarotra. Mamorona fizotran'asa ny mpampiasa ary manendry andraikitra ho an'ireo olona voakasika. Rehefa misy andraikitra tsy misy mpitana, dia misy mpisolo miorina amin'ny faharanitan-tsaina artifisialy mandray izany andraikitra izany mba hitohizan'ny dingana. Ny asa dia alamina ho toy ny teboka mifampitohy, ary ny fanovana teboka iray dia manavao ireo dingana manaraka. Fifandraisana voarafitra miorina amin'ny kaody no ampiasaina mba hamindrana vaovao amin'ny fahamarinana sy hampihenana ny tsy fazavana. CollabAgents dia manova ny fizotran'asa mahitsy ho rafitra mora miovaova izay mamaly ny fiovana.

Ny Fankasitrahana

Momba ny A' Design Award Varahina

Nandresy ny A' Design Award Varahina ny famolavolana Collabagents Sehatra Fiaraha-miasa Misy Mpisolo Maro, fankasitrahana malaza be omena ny famolavolana miavaka izay mampiavaka ny fahaiza-mamorona, ny fahazotoana ary ny fahamaotinan-tsaina. Ny mpandresy Varahina dia zavatra vita tanana mahay dia mahay ary mamorona mivantana izay manamafy ny traikefa be dia be, ny sarintsaina ary ny fahaizan-kafoy an'ny mpamolavola azy. Andrasana ho zavatra ankasitrahana be, ankafizina ary tiana, mahay amin'ny asa sady vaovao ny famolavolana Collabagents Sehatra Fiaraha-miasa Misy Mpisolo Maro. Ity famolavolana nandresy ny A' Design Award Varahina ity dia mitahiry ny fomba fanao tsara indrindra amin'ny zavakanto, ny siansa, ny famolavolana ary ny teknolojia, ary tsara indrindra amin'ny fitandremana ny antsipirihany. Ny famolavolana Collabagents Sehatra Fiaraha-miasa Misy Mpisolo Maro dia mahafa-po ny filana tsara, mikasika ny faniriana, mahasarika ny fihetseham-po ary misarika ny fahalianana.

Ao Ambadiky ny Endrika

Fitaovana ho an'ny Mpanao Gazety

Fankasitrahana, mpikambana ao amin'ny ekipa ary antsipiriany teknika nomen'ny mpanao endrika.

Toetra Manokana: CollabAgents is a multi-agent collaboration system that simulates missing roles with AI agents to ensure continuous workflows. Node-level editing enables targeted updates, reducing rework by over 85%, while code-based communication improves precision and speed. It transforms linear workflows into adaptive, resilient systems.
Refy & Fonosana: The system features a node-based workflow structure, role simulation modules, and dynamic process propagation. It supports real-time updates, modular task execution, and scalable multi-agent coordination. Key capabilities include node-level editing, automatic downstream updates, and role auto-completion to maintain continuous workflow execution.
Marika: multi-agent, collaboration, workflow, AI system, interaction design, role simulation, automation, UX, decision system
Teknolojia Famokarana: CollabAgents is built using AI-driven multi-agent architecture, workflow modeling, and structured data exchange. The system leverages role-based agent simulation, node-level state management, and real-time synchronization to enable adaptive collaboration. Code-based communication ensures precise information transfer and reduces ambiguity across processes.
Fanamby Endrika: The main challenge was designing a system that balances automation with user control in complex workflows.

Traditional collaboration relies heavily on human coordination, making it difficult to handle missing roles, dynamic changes, and process interruptions. The challenge was to create a system that allows targeted intervention without breaking the overall workflow.

This was addressed through node-level editing and role simulation, enabling flexible adjustments while maintaining system stability and continuity.
Fikarohana: The project is based on research into cross-functional collaboration challenges, including workflow inefficiencies, role dependency, and communication breakdowns.

Methods included workflow analysis, scenario mapping, and observation of real-world team processes. The research identified key issues such as delays caused by missing roles and the need for more adaptive systems.

The design explores how multi-agent systems can simulate roles, improve coordination, and reduce rework, resulting in more efficient and resilient collaboration.
Aingam-panahy: CollabAgents is inspired by the complexity of cross-functional collaboration, where delays often result from missing roles and fragmented communication. It explores how AI agents can simulate expertise and fill capability gaps in real time, transforming collaboration into a more adaptive and efficient process.
Faharetan'ny Tetikasa: The project was developed between 2025 and 2026 in the United States as an independent concept design focused on future collaboration systems.
Fizotr'asa: Users start by selecting or creating a workflow and assigning roles. If roles are missing, AI agents automatically step in to continue the process.

Users can interact with specific steps, make changes, and instantly see updates applied to the rest of the workflow. Instead of restarting the entire process, only affected parts are adjusted.

This enables smoother collaboration, faster decision-making, and reduces delays caused by miscommunication or missing inputs.
Patanta: No patents or trademarks are registered for this project.
Mpikambana ao amin'ny Ekipa: Jiahui Yu
Xudong Xing
Loharanon-tsary: Image #1: Creators Jiahui Yu and Xudong Xing, CollabAgents, 2025.
Image #2: Creators Jiahui Yu and Xudong Xing, CollabAgents, 2025.
Image #3: Creators Jiahui Yu and Xudong Xing, CollabAgents, 2025.
Image #4: Creators Jiahui Yu and Xudong Xing, CollabAgents, 2025.
Image #5: Creators Jiahui Yu and Xudong Xing, CollabAgents, 2025.