All 9 new use-cases have been successfully created in the Notion database. Here's a summary of what was accomplished:
Summary
Reddit Monitoring
Fetched the hot feed from r/aiagents (r/AI_Agents returned 429 rate limit errors). Reviewed 25 posts covering a wide range of agentic AI topics.
Existing Database Review
Listed all existing Notion entries (30+ items) to ensure no duplicates were created.
New Use-Cases Added (9 entries)
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AI Agent Runtime Control Layer with Entity Correlation, Policy Enforcement, and Human Approval Gate — Prevents agents from acting on the right action type but the wrong entity (e.g., wrong customer record).
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AI Agent Safety Guardrail Platform with Prompt Injection Detection, Hallucination Blocking, and Runaway Loop Prevention — A full control plane between agents and company systems, enforcing configurable safety policies.
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Legal Contract Drafting and Clause Review Agent for Small Business Counsel — Assists legal practitioners with drafting, plain-language explanations, and contract review while maintaining human oversight for complex matters.
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Adaptive AI Study Agent with Subject-Specific Reasoning Workflows and Examiner-Mode Argument Stress Testing — Forces active student reasoning through subject-tailored workflows rather than producing answers for students.
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MCP Server Configuration Security Static Analyzer — Scans agent MCP configs for credential leaks, broad filesystem exposure, missing approval gates, and empty environment variables.
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Selective Context Router for AI Agents with Progressive Disclosure and Local Knowledge Base Indexing — Prevents context window exhaustion by retrieving only the specific paragraphs needed rather than loading entire files.
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Usage-Based Billing and Cost Metering System for AI Agent Workflows — Handles event attribution, re-rating, and reconcilable invoicing for complex agentic workflow billing.
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Automated Personalized Outreach Agent for Healthcare Clinics — Spreadsheet-driven outreach with status tracking, deduplication, and AI-personalization by clinic specialty.
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Persistent Memory Multi-Modal Messaging Agent — Unified agent loop handling text, images, audio, and video with cross-session retrieval memory.
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Step-Type Model Routing for Multi-Step AI Agent Workflows — Routes planning/synthesis steps to capable models and intermediate steps to cheaper models, reducing cost without quality loss.