Manvadariya/2526_SDP8_PullRequest_Intelligence_System ? reverse-engineered prompt

Build me an AI powered pull request review system that connects to GitHub and Bitbucket, watches for PR events, analyzes the code changes, and posts clear review comments back on the PR. I want a simple web dashboard where I can sign in, connect repos, turn a repo on or off for review, and then see a history of scans, jobs, issues found, and the full review details for each pull request.

It should have a backend API, an async worker flow for fetching the PR, analyzing it, reviewing it, and publishing results, plus a database for saved jobs and users. Use Redis for the queue and Qdrant for context awareness and better suggestions. The UI should show markdown formatted review output, code snippets, and a clean view of PR status and metrics. Please make it runnable with Docker Compose, and if you need anything current from the docs, look it up online first.