Automating PR tasks for non-tech leads - worth exploring?

I'm building an AI engine that auto-analyzes GitHub repos, separates backend/frontend changes, and turns each PR into a clear, actionable summary. Think Monday or Linear but focused on automating task creation and verification when PRs land.

What problem does it solve?

• Saves non-technical leads from reading code diffs

• Helps senior devs quickly understand updates

• Reduces context-switching and manual task entry

What sets it apart?

• Automated task assignment from PR content

• Smart verification prompts based on code type

• Integrates directly with GitHub no manual overhead

Focus now: Fine-tuning the engine to correctly classify changes and generate useful prompts. It’s the core intelligence layer accuracy here is make or break.

Would love your input:

• As a non-tech lead, would this feature clear PR summaries help you?

• Devs, what part of PR process do you dread most - task updates, reviews, context handoff?

• Good idea? Too niche? What’d you add or tweak?

Appreciate honest feedback before moving past MVP stage.