agentops-cockpit

🕹️ AgentOps Cockpit (v2.0.31 Autonomous Core)

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🚀 The Cockpit Mission

Most AI templates stop at a single Python script. The AgentOps Cockpit is for developers moving into production. It provides framework-agnostic governance, multi-cloud mobility, and real-time security for the entire agentic ecosystem.

• 🏛️ The Governing Board: Every repository is audited by a panel of Principal SME Personas (SecOps, FinOps, SRE, Architect) using SME Reasoning.

• 📊 Premium Visual Dashboards: v2.0.31 introduces AST-aware precision scanning and Vertex AI-style fleet dashboards.

• 🌉 Cockpit Bridge: Multi-cloud orchestration layer for GCP, AWS, and Azure.

• The Cockpit: Python CLI, Cockpit Gateway, Semantic Caching, Red Team Eval.

• Integrations: LangChain, CrewAI, LangGraph.

• Deployment: Firebase Hosting (Face), Google Cloud Run / GKE (Engine/Cockpit).

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⚡ Quick Start: One Command to Rule Them All

The Cockpit is designed for high-velocity fleet management. If you are overwhelmed by the options, just remember one command:

# 🕹️ Master Audit: Launch the Governing Board & Personal SME Review
uvx agentops-cockpit audit report

🏹 The Cockpit Workflow

1. Explore: uvx agentops-cockpit cockpit (Launch the Mission Control Dashboard)
2. Audit: uvx agentops-cockpit audit report (Deep SME Reasoning Review)
3. Evolve (Viral): uvx agentops-cockpit evolve (Autonomously refactor and upgrade your framework logic)
4. Deploy: uvx agentops-cockpit cockpit deploy (Multi-cloud Factory Deployment)
5. Certify: uvx agentops-cockpit certify (Production Readiness Certification)

🗺️ Project Roadmap

• v2.0.31: Autonomous Core (GC-Style Reporting, Fleet Dashboard v2, Anomaly Metadata).
• v2.0.31: Autonomous Core & Sanitized Signal (AST Scanners, MarkUp Sanitization, SLA Gates).
• v2.1.0: Collaborative Governance (Multi-Persona Benchmarking, MCP Hub v2).

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🏗️ The Governance Framework

We divide the complexity of production agents into three focused pillars:

graph TD
   subgraph Trinity [The Governance Framework 2.0]
       E(The Engine: Reasoning)
       F(The Face: Interface)
       C(The Cockpit: Operations)
       S{Cockpitty & Compliance}
   end
   E <--> C
   F <--> C
   E <--> F
   E -.-> S
   F -.-> S
   C -.-> S
   style Trinity fill:#f8fafc,stroke:#334155,stroke-width:2px
   style S fill:#10b981,color:#fff,stroke:#059669

• ⚙️ The Engine: The reasoning core. Built with ADK, FastAPI, and Vertex AI.
• 🎭 The Face: The user experience. Cockpit UX (A2UI) and rich GenUI standards.
• 🕹️ The Cockpit: The operational brain. Cost control (FinOps), semantic caching, and adversarial audits (Red Team).

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🏛️ v2.0.31: The "Autonomous Core" Release

Evolving into the industry standard for production governance. See the CHANGELOG.md.

• 🛡️ AST-Aware Scanning: Structural code analysis for retries and prompt invariants.

• 📊 Sanitized Reporting: Secure console output via rich.markup.escape() and Cluster Deduplication.

• 📊 Autonomous Core Dashboard: Google Cloud-grade visual reporting for executive stakeholders.

• 🌉 Cockpit Bridge: Multi-cloud deployment to GCP, AWS, and Azure.

• 🧠 Semantic distributed cache: Distributed caching that reduces LLM costs by up to 40%.

• 🔧 Closer Engine 2.0: Autonomous remediation of code gaps and architectural debt.

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🏛️ Multi-Persona Governance Board

The Cockpit allows you to view your codebase through the lens of a Principal Engineer:

• 🏛️ Architecture
• ⚖️ Compliance
• 💰 FinOps
• 🛡️ Red Team
• 🧗 Quality
• 🌐 SRE & Infra
• 🎭 UX (A2UI)

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🤝 Ecosystem & Attribution

The AgentOps Cockpit leverages and secures the best-of-breed tools in the ecosystem:

• Google ADK: Core reference for agent patterns.
• A2UI Protocol: Standardized Generative UI handshake.
• Model Context Protocol (MCP): Unified tool execution standard.
• Vertex AI SDK: Backbone for frontier reasoning.
• Firebase: Enterprise hosting for the Face layer.

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Generated by the AgentOps Cockpit. Cockpit Systems Division (v2.0.31 Autonomous Core).