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Fair360 Pulse (Pulse360)

In progress · docs stale since 2026-05-23For: Fair360

Generates AI articles on workplace fairness across 5 topic clusters, tuned by reader ratings over time.

No live URL — in active development, status doc stale since 2026-05-23
Fair360 Pulse article library showing generated articles as colour-coded cards with cluster tags, ratings and source counts
/Browse generated articles by cluster, rating and recency
What it does

How it works.

A user logs into a Firebase-authenticated web app and browses a grid of AI-generated 'Pulse' articles covering workplace-fairness topics (Leadership, Mentoring, Sponsorship, HiPO, ERGs). They can filter/sort/search the grid, click 'Generate' to trigger a new article on demand, and rate articles; those ratings feed a feedback-adjustment loop that tunes future prompts per cluster. Admins can configure recurring generation schedules and RSS/Atom feed sources, view a cluster-performance analytics dashboard, and optionally export an article as a Gamma presentation report.

  • 01On-demand AI article generation with async job polling
  • 025-cluster workplace-fairness taxonomy with per-cluster scoring
  • 03User star-ratings that feed an automated feedback-analysis/prompt-adjustment loop
  • 04Scheduled + news-feed-triggered recurring generation via Celery worker/beat
Screenshot walkthrough

How to use Fair360 Pulse (Pulse360).

Fair360 Pulse article library showing generated articles as colour-coded cards with cluster tags, ratings and source counts
/Browse generated articles by cluster, rating and recency
Article detail overlay showing a generated article with its star rating, workplace fairness lens callout and body sections
/articles/[id]Read a generated article with its fairness lens and cited sources
Current status & what's next

Where it stands.

In progress · docs stale since 2026-05-23

Next phases

  • Refresh the stale status doc
  • Resume active feature work (last commit was a docs/asset archive sweep)
Stack

Built with.

Next.js (App Router) + TailwindFastAPI + SQLAlchemy + AlembicPostgreSQL + Redis + CeleryFirebase AuthOpenAI SDK
Let's build what's next

Want Fair360 Pulse (Pulse360) working for you?

Generates AI articles on workplace fairness across 5 topic clusters, tuned by reader ratings over time.

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