Wwwxx.nxcom -

| Persona | Needs | Pain Points | |---------|-------|-------------| | (e.g., hobbyist, researcher) | Quick, relevant content without digging | Overwhelmed by long navigation menus | | Power User (frequent reader, contributor) | Deep dive into niche topics, community discussion | Hard to discover newly‑published pieces | | Content Creator (blogger, moderator) | Insight into audience interests, drafting assistance | No data‑driven guidance, writer’s block | | Admin / Moderator | Ability to surface high‑quality content, curb spam | Manual curation is time‑consuming |

| ID | Description | Priority | Acceptance Criteria | |----|-------------|----------|----------------------| | | Render personalized carousel with up to 10 cards. | High | Cards show title, thumbnail, short excerpt, and a “Read” button. The carousel is swipeable on mobile and arrow‑navigable on desktop. | | F‑002 | “Ask the Bot” text field with auto‑complete suggestions. | High | Typing “how to…”, “best practices for …” triggers dropdown suggestions; pressing Enter returns a list of 3–5 matching articles. | | F‑003 | “Draft‑Assist” modal for logged‑in creators. | Medium | Modal includes: (a) auto‑generated headline, (b) 3‑bullet outline, (c) suggested tags, (d) “Insert into editor” button. | | F‑004 | Community Pulse badge area (Trending / Hot Discussion). | Medium | Shows top 3 items per badge; each badge is clickable and routes to the full list page. | | F‑005 | Feedback capture (thumbs up/down) per recommendation. | High | Clicking feedback sends a POST with contentId, userId, sentiment and updates UI to reflect selection. | | F‑006 | Server‑side API endpoints: /feed , /assist , /feedback , /pulse . | High | All endpoints respond within 200 ms (95 % of requests) under load of 5 k concurrent users. | | F‑007 | Graceful fallback for anonymous users (non‑personalized “Top Picks”). | High | If no user data, feed displays globally popular content. | | F‑008 | GDPR‑compliant data handling – anonymize IP, give opt‑out. | Critical | Users can disable “Personalized Hub” from account settings; all logs respect consent flags. | | F‑009 | A/B test variations (carousel vs. list view). | Low | Ability to toggle variant via feature flag; collect conversion metrics. | wwwxx.nxcom

| Sprint | Deliverable | Milestones | |--------|-------------|------------| | (2 wks) | Project kickoff, design specs, data audit | Final UI mock‑ups, data schema for user‑content interactions | | 2 (2 wks) | Backend scaffolding – API gateway, auth, DB models | Endpoints /feed , /pulse return static data | | 3 (2 wks) | AI model prototype (content embeddings) | Model trained on last 6 months of content; inference latency < 100 ms | | 4 (2 wks) | Front‑end widget (carousel + Ask‑Bot UI) | Integration with /feed and /pulse (static feed) | | 5 (2 wks) | Feedback loop & analytics instrumentation | Event logging, dashboards in Grafana | | 6 (2 wks) | Creator Assist modal + content‑generation API | Pilot with 5 internal writers | | 7 (1 wk) | QA, performance testing, accessibility audit | Pass WCAG AA checklist | | 8 (1 wk) | Beta launch to 5 % of traffic (feature flag) | Gather NPS, time‑on‑site, bug reports | | 9‑10 (2 wks) | Iterate based on beta data; A/B test carousel vs. list | Choose winner variant | | 11 (1 wk) | Full rollout, marketing copy, onboarding tutorial | Update docs, send email to users | | 12 (1 wk) | Post‑launch monitoring, hand‑off to ops | SLA verification, knowledge‑transfer session | | Persona | Needs | Pain Points |