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CHANGELOG

[2026-05-13]

Member: Nguyen Phuc Toan

Done:

  • Fit response brainstorm agent with user language
  • Fix error token monitor

Todo:

  • Fix Error Crash Fonted when large scene (Backend Scale).

Member: Nguyen Thanh Tuyen

Done:

  • Researched and proposed load testing strategy for AES using k6.
  • Identified key bottlenecks, monitoring metrics, and scaling configurations.
  • Evaluated server providers for stress test, staging, and production environments.

Todo:

  • Set up staging VPS and monitoring stack (InfluxDB + Grafana).
  • Prepare k6 load/stress test scenarios and dashboard structure.
  • Implement MockProvider integration for LLM stress testing.

Member: Truong Thanh Thang

Done:

  • Reviewed 4 pull requests.
  • Improved the UI based on the Figma design.
  • Added environment list, import, and load features.
  • Added generation model selection and updated model parameters across generate endpoints.

Todo:

  • Review pull requests.
  • Update feedback handling when users hit the rate limit.
  • Add an option to use the user's prompt directly.
  • Fix the bug where clicking an object tag does not highlight the object, unlike right-clicking the object in the scene.
  • Continue improving the UI.

Member: Le Minh Duc

Done:

  • Added usage quota feature, limiting how many LLM apis call a user can make a day

  • Converted existing RESTful asset generate endpoints to ws, added JWT as requirements in request body of 2 main generate endpoints, Added kill process feature endpoint

  • Added venice as provider in monitor feature, added more tracking to monitor feature: agent, model name

  • Fixed the bug where there are mismatchs between how FE and BE store scene causing objects Z-coordinate to unexpectedly change when choosing robot

Todo:

  • Find a way to ultilize 16k asset dataset without overloading front-end (pagination, keyword search, semantic search)

  • Add time estimating feature to time-taking feature like generate


[2026-05-14]

Member: Nguyen Thanh Tuyen

Done:

  • Completed planning and research for AES load/stress testing strategy.

Todo:

  • Develop asset import feature.
  • Develop robot import feature.

Member: Le Minh Duc

Done:

  • Planned and discussed with co-workers, tech lead about the estimation feature
  • Upserted 16k assets dataset into a new branch, tested the new cache hit with that bigger dataset, tested the compatibility of the dataset with the app
  • Fixed the bug where all objects whose the same parent id got collapsed into each other
  • Tested the webapp end-to-end to address any leftover bugs

Todo:

  • Implement time-estimation feature for asset generation and layout generation
  • Further test the compatibility of the 16k dataset, propose a more robust data transformation pipeline for the 16k feature (the orientation of some objects in it is not upright)

[2026-05-15]

Member: Nguyen Thanh Tuyen

Done:

  • Completed develop import asset and import robot
  • Show list private robot and asset per user
  • Check merge conflict from develop and push new branch import-robot-asset

Member: Le Minh Duc

Done:

  • Further tested the 16k dataset e2e with layout generation
  • Proposed and implemented an improvement to the orchestrator agent

Todo:

  • Implement time-estimation feature for asset generation and layout generation
  • Further test the compatibility of the 16k dataset, propose a more robust data transformation pipeline for the 16k feature (the orientation of some objects in it is not upright)
  • Improve orchestrator agent

[2026-05-16]

Member: Nguyen Phuc Toan

Done:

  • Backend Decode Prompt User
  • Outputs newly generated assets when a scene is created.

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