Kunpeng Sovereign Lab // KSL

Sovereign-CI

Autonomous immune system for decentralized science infrastructure. Mitigating the 'Sparsity Tax' via agentic remediation.
System Online GitLab Partner Track Google Cloud Agent

// Core Specifications

  • Reasoning: Gemini 2.5 Pro (Vertex AI)
  • Interface: Model Context Protocol (MCP)
  • Execution: Python Native Git Server
  • Architecture: Headless Self-Healing CI/CD

// The Strategic Value

Standard DevOps tools signal failure. Sovereign-CI fixes it. By bridging the gap between Cloud TPUs and local Apple Silicon, we eliminate 40% of debugging latency in bio-computation pipelines, allowing researchers to focus on morphogenetic fields, not matrix dimensions.

Autonomous Execution Loop

01
Pipeline Fracture: Host environment crashes during high-entropy tensor execution.
02
Telemetry Ingestion: Agent aggregates raw stderr tracebacks via MCP.
03
Gemini Reasoning: Model isolates `embedders.py` dimension mismatch (128 vs 256).
04
Atomic Remediation: Agent patches AST, verifies diff, and pushes fix to origin.

// Replication Protocol

# 1. Clone the ecosystem
git clone https://github.com/ariz32601-ksl/sovereign-ci.git
cd sovereign-ci

# 2. Bind the secure endpoint
export GEMINI_API_KEY="your-api-key"

# 3. Ignite the agent
python3 src/sovereign_core/brain.py
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