# 🛸 Welcome to the AgentOps Cockpit
## The Unified Governance Hub for Production AI Agents

The **AgentOps Cockpit** is a professional-grade distribution designed for building, governing, and scaling AI agents on Google Cloud. It provides the "Sovereignty Layer" that bridges the gap between raw LLM reasoning and enterprise-scale operations.

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## 🏛️ The Agentic Trinity
Every agent in this stack is built on the **Trinity Architecture**, ensuring a holistic approach to intelligence:

1.  **The Engine (Reasoning)**: The core logic, tools, and decision-making flow.
2.  **The Face (Interface)**: Dynamic, A2UI-compliant generative surfaces that visualize "Thinking."
3.  **The Cockpit (Operations)**: The command center for auditing, cost control, and security.

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## 🕹️ The Global "One-Command"
For immediate high-fidelity evaluation of any repository, utilize the portable governance layer:

```bash
uvx agentops-cockpit report
```
*This command auto-discovers agents, enforces v1.4 compliance gates, and generates a Principal-grade HTML report with **Maturity Radar Charts**—zero installation required.*

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## 🧭 Core Documentation Modules

| Module | Objective | Focus |
| :--- | :--- | :--- |
| **Executive Summary** | **Strategic Alignment** | The high-level "Why" and "How" for leadership. Includes **Radar Charts**. |
| **RAG Truth-Sayer** | **Retrieval Accuracy** | Dedicated SME for RAG Fidelity, citations, and grounding logic (v1.4). |
| **Adversarial Red-Team** | **Safety & Security** | Probing system instructions, multilingual jailbreaks, and PII leakage. |
| **FinOps ROI Waterfall**| **Economic Margin** | Modeling cost-per-task and strategic model-tier optimization (v1.4). |
| **Remediation Workbench**| **Interactive Fixes** | TUI-based review loop for autonomous architectural evolution (v1.4). |
| **MCP Protocol Store** | **Tool Registry** | Centralized hub for discovering and scaffolding MCP tool integrations (v1.4). |

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## 🚀 Strategic Roadmap (v1.4.x)
- **Ecosystem Expansion**: Transforming from a standalone auditor into a full **Lifecycle Management Platform**.
- **Visual Maturity Intelligence**: Real-time visualization of agent compliance via interactive Radar Charts.
- **Human-in-the-Loop Patching**: Scaling autonomous evolution with developer-approved remediation loops.

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*Generated by the AgentOps Cockpit. Sovereign Systems Division.*
