Model & Training

Base: Llama3-8B-Instruct

Fine-tuned on:

• Network design patterns (3K examples)
• Architecture best practices
• Cisco design guides
• High-availability topologies

When to Use

• Complex design questions
• Architecture recommendations
• Novel/high-risk scenarios
• Multi-domain orchestration
• Human requests via chat

Network Design

Campus, data center, WAN topologies

High Availability

Redundancy, failover, resiliency patterns

Capacity Planning

Bandwidth, scalability, growth projections

Standards Compliance

Cisco validated designs, RFC adherence

1. Escalation Path

Team Leader escalates complex issues

2. Consultation

Human asks design questions via UI

3. Strategic Advice

Returns design with diagrams & configs

Example: "Design OSPF for 10-building campus" → Returns hierarchical design with area breakdown