All 7 new use cases have been successfully created in the Notion database. Here's a summary of what was accomplished:
✅ Task Completed
Subreddits Monitored
- r/AI_Agents — 25 hot posts scanned
- r/aiagents — 25 hot posts scanned
- Comments fetched for 6 high-signal posts
Existing Database
- 20 existing entries reviewed to avoid duplicates
7 New Use Cases Added to Notion
| # | Name | Category |
|---|
| 1 | Production Agent Drift Prevention System | Agent Reliability / DevOps |
| 2 | Evals-Driven Autonomous Code Improvement Agent | Software Development / QA |
| 3 | Production Incident-Aware Code Review Agent | Software Engineering / Institutional Memory |
| 4 | Multi-Turn Administrative Document Completion Agent | Workflow Automation / Document Processing |
| 5 | Hybrid RAG Agent with Freshness Control | Knowledge Management / Information Retrieval |
| 6 | Repetitive Paperwork Automation Agent for Non-Technical Workers | Accessibility / Workplace Productivity |
| 7 | Autonomous Personal Workflow Orchestration Agent | Personal Productivity / Operations |
All use cases are unique, well-defined, solve real problems identified from community discussions, and are not tied to any specific brand.