Temporal Knowledge
For Your Team
The Teamloop AI
Query. Collect.
Synthesize.
Connect your AI assistant to Teamloop's MCP server. Query GitHub, Jira, Notion, and more in one shot. Build a knowledge graph from your results. Synthesize PRDs, ADRs, and briefs.
| Source | Title | Updated |
|---|---|---|
| Notion | AI Security Strategy 2025 | 2025-01-15 |
| Linear | SEC-42: Implement prompt injection... | 2025-01-18 |
| GitHub | feat(security): add input validation | 2025-01-12 |
| Notion | Q4 Security Incident Retrospective | 2024-12-20 |
# PRD: AI Security Features
Generated from 4 sources across Notion, Linear, GitHub
## Problem
Following the Q4 incident [1], we need comprehensive AI security...
## Requirements
1. Prompt injection detection [2]
2. Input validation layer [3]
3. Align with 2025 strategy [4]
Four Query Modes
Query your organizational knowledge across time dimensions that matter.
Current State
What is true right now across all connected tools.
Point-in-Time
What was true on any specific date in the past.
Evolution
How information changed over a date range.
Compare
Diff knowledge between two points in time.
CAPABILITIES
Built for Modern Product Teams
Multi-Source Integration
GitHub, Jira, Notion, Google Docs. All indexed on-demand.
AI Synthesis
Generate ADRs, PRDs, and briefs from curated context.
Journal Entries
Capture rationale that lives nowhere else.
Collaborative Notebooks
Organize and share synthesized knowledge.
Query-First Architecture
No background sync. Fresh data on every query.
Full Citations
Every synthesis links back to source content.
Build Organizational Memory
Stop losing context. Start understanding how you got here.