Ditto YouTube Backfill + Cross-Post Plan
Goal
Backfill the Ditto YouTube channel by taking everything already posted on X and turning it into clean, well-presented YouTube uploads with strong metadata, thumbnails, and playlists.
Core approach
Use a hybrid workflow:
- Mac mini for the actual machine environment
- Codex / computer use for repetitive browser and file tasks
- Scripts where possible for repeatable steps
- YouTube Studio for upload, metadata, playlists, and publishing
Source of truth
Treat the Ditto X content page as the canonical list of posts to migrate.
For each X post:
- Open the content page.
- Identify the post and associated media.
- Download the corresponding media asset:
- Prefer the original Descript export if available.
- If there is already a GScript / hotlink / organized asset path, use that instead.
- Create one YouTube upload per video asset.
Upload workflow per video
For each item:
- Download or locate the final video.
- Upload to the Ditto YouTube channel.
- Set:
- Title
- Description
- Keywords / tags
- Visibility = Live / Public
- Thumbnail
- Playlist
- Publish.
Metadata strategy
Title
- Keep the strongest part of the original X post hook.
- Make it clear, searchable, and high-energy.
- Avoid overstuffing.
Description
Description should include:
- A concise summary of the video
- Relevant Ditto links
- Keywords naturally woven into the copy
- Optional CTA to try Ditto / follow on X / join Discord
Tags / keywords
Use a reusable keyword bank, then tailor per video:
- Ditto
- AI memory
- personal AI
- AI assistant
- memory graph
- knowledge graph
- agent workflows
- GitHub automation
- MCP
- developer tools
- AI productivity
- mobile AI app
- iOS app
- Android app
Thumbnail strategy
For each video:
- Find a strong frame or key moment.
- Take a screenshot.
- Cut out the background if helpful.
- Generate or enhance the thumbnail with image tooling.
- Keep the visual style consistent across the channel.
Thumbnail principles
- High contrast
- Minimal text
- Clear focal subject
- Product/UI visible when useful
- Consistent Ditto visual identity
Playlist strategy
Create topic-based playlists such as:
- Ditto Product Updates
- Ditto Demos
- Ditto Graphs
- Ditto Code / Agents
- Mobile Launch / App Updates
- Bittensor / Subnet / Miner Updates
- Founder Updates
Each uploaded video should be assigned to the most relevant playlist during upload.
Recommended execution order
Phase 1 — Inventory
- Pull full list of eligible X posts
- Match each post to a video asset
- Identify missing assets
- Mark posts that should not be uploaded
Phase 2 — Asset prep
- Gather all Descript exports / hotlinks
- Normalize filenames
- Store in one folder structure
- Capture or generate thumbnails
Phase 3 — Metadata prep
- Draft title, description, and tags for each video
- Assign playlist
- Mark special videos needing custom copy
Phase 4 — Upload + publish
- Upload in batches
- QA title/description/thumbnail
- Add to playlists
- Publish live
Folder structure suggestion
youtube-backfill/
assets/
raw/
final/
thumbnails/
metadata/
inventory.csv
titles_descriptions_tags.csv
playlists/
What should be scripted
Automate where possible:
- Building the inventory from X post links
- Matching posts to local/exported assets
- Creating a metadata sheet
- Generating first-pass titles/descriptions from source post text
- Producing a playlist assignment recommendation
What should stay human-reviewed
Keep manual review for:
- Final title polish
- Thumbnail quality
- Playlist correctness
- Visibility / publish decision
- Videos that need legal / branding / messaging judgment
Practical success criteria
- Every eligible X video is uploaded to YouTube
- Each video has a strong title, clean description, and thumbnail
- Videos are organized into playlists
- Channel looks intentional, not like a dump
- Workflow is repeatable for future X → YouTube publishing
Best next step
Turn this into two concrete deliverables:
- A scripted backfill pipeline for inventory + metadata prep
- A computer-use upload runbook for YouTube Studio publishing