AI Agent Use Cases

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Trying Codex Automated QA for a Flutter App

The author reports that after integrating Codex automated QA into a Flutter app under development, slow tests and unintended changes to features became problems.

Codex
Dev

Making a 3D Cube Net App for Children's Math Study

Grok Bot reportedly created a 3D app where children can fold all 11 cube nets from their textbooks, which are usually shown only as flat diagrams, using their fingers.

Grok Bot
Learning & Careers

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Marketing & Design

Having Grok Bot Create a Music Video for a Song Made with Suno

The author reports that Grok Bot created a music video by designing a character and producing 15 scenes to match a 3-minute, 35-second song made with Suno, then editing them together.

How it works

  1. The song 'Drift Away' was created using Suno. Grok Bot designed a weary male character standing with an old boat on a stormy black sand beach.
  2. Based on this single reference image, the author reports that Grok Bot created 15 scenes to match the flow of the song. Quiet verses were set on the beach, and the chorus featured an approaching storm.
  3. Scenes with errors, such as an extra leg appearing in close-ups, were either removed or replaced with landscape shots. Grok Bot edited the scenes to fit the entire 3-minute, 35-second song.

Results

The author reports that a music video was completed with both audio and visuals created entirely by AI.

Notes

Lip-syncing to match the singing mouth movements was not achieved, and the author is looking for a lip-sync tool without watermarks.

Source

X Original post ↗

Example prompt · Grok Bot

Create a music video for a song I made, using the same character throughout.

Input: Song file [file], song length and sections [e.g., verse, chorus start times], character and background description [description], aspect ratio [e.g., 16:9]. First, check and inform me of the currently available image/video generation tools, the maximum video length that can be made at once, and any usage limits.

Steps: 1) Create a reference image of the character and get my approval. 2) Plan a list of scenes for each song section, matching the mood to the lyrics and rhythm (e.g., static scenes for quiet verses, dynamic movement for the chorus). 3) Create scenes based on the reference image. 4) If any scenes have issues like extra limbs or distorted faces, remake them or replace them with landscape shots, and keep a record of which scenes were changed. 5) Edit the scenes together to match the song length. Do not upload publicly; deliver only as a file.

Deliverables: Scene list and timeline, record of discarded or changed scenes, completed video file. First, create only about 30 seconds for one chorus section to check if the character looks consistent across scenes, then expand to the full song.