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AstraDesk

1. Introduction - The AstraDesk Vision

AstraDesk Enterprise AI Framework v1.0 - Technical Guide (EN)

AstraDesk is a secure, modular framework for building enterprise AI agents that reason, plan, and act through tools. It operationalizes AgentOps (observability + evaluation), governance, and DevSecOps specifically for agentic systems.


Why AstraDesk now

  • From deterministic code → probabilistic reasoning loops.

  • From static workflows → adaptive, goal-driven agents.

  • From code-first → evaluation-first (ship with evidence, not intuition).


What’s inside v1.0

  • Single-agent runtime (SupportAgent / OpsAgent) with human-in-the-loop.

  • MCP-first integrations (tools/resources/prompts) via AstraDesk Gateway.

  • AstraOps for traces, metrics, evals; AstraCatalog for ownership, risk, versions.

  • Hybrid deployments: AWS/Kubernetes/OpenShift/on-prem; PostgreSQL 18; OpenTelemetry.


Document map

    1. Architecture Overview → big picture
    1. (3.-7.) ADLC → plan, build, test/optimize, deploy, operate
    1. Security & Governance
    1. MCP Gateway & Domain Packs
    1. Future Roadmap and Glossary



High-level architecture sketch (for context)


```mermaid

flowchart LR subgraph GW["AstraDesk Gateway"] G1[MCP Ingress] G2[LLM Gateway] end subgraph RT["Agents Runtime"] A1[SupportAgent] A2[OpsAgent] end subgraph OPS["AstraOps"] O1[Traces] O2[Evals] end subgraph CAT["AstraCatalog"] C1[Registry] C2[Policies] end subgraph DATA["Data/Tools"] D1[(PostgreSQL 18)] D2[(Vector/Graph DB)] D3[(External APIs)] end G1 --> A1 G1 --> A2 A1 <-->|signals| OPS A2 <-->|signals| OPS A1 --> DATA A2 --> DATA OPS --> CAT CAT --> G1

````


Next: 2. Architecture Overview