SELF-DIRECTED PROJECT / AI / CONTENT WORKFLOW
An AI-assisted editorial workspace
Connect topic discovery, draft generation and editorial review through a persistent task queue.
SELF-DIRECTED PROJECT
AI / CONTENT WORKFLOW
The problem
Generating a draft is only one step. An editorial workflow also needs task status, reusable prompts and a place to compare outputs.
The approach
- Separate the editorial interface, API and background worker.
- Persist queued generation tasks and expose their status.
- Support reusable templates and model comparisons for human review.
What was built
A self-directed application with an editorial interface and queue-worker implementation. Generated content still needs source checking and editorial judgment.
How this applies to your team
Adapt this pattern for internal reports, recurring briefings and other document-heavy workflows.
LET’S BUILD SOMETHING USEFUL
What should your team spend less time on?
Tell me about the workflow, platform or strategy you want to improve. We can start with a focused technical conversation.
Discuss your project