Lossless AI Fabrics. Distributed Security.Autonomous Agentic NetOps.
Billion-dollar GPU clusters cannot tolerate packet loss or perimeter security bottlenecks. Technoxi architects Cisco Nexus HyperFabric with Silicon One ASICs, deploys Cisco Hypershield kernel-level eBPF enforcement, and connects LLM agents to production network telemetry via the Model Context Protocol (MCP).
Cisco AI Infrastructure & Agentic NetOps Pipeline
Architected for zero dropped packets, sub-microsecond eBPF enforcement, and autonomous Model Context Protocol triage
Lossless Ingestion & Telemetry
Ingest and load-balance GPU cluster traffic with zero buffer loss
HyperFabric Interconnect
Orchestrate non-blocking AI spine-leaf fabrics at hyperscale
Distributed Kernel Security
Enforce zero-trust microsegmentation at kernel eBPF and SmartNIC layers
Agentic NetOps & MCP Triage
Connect autonomous LLM agents to production network telemetry
Lossless Ingestion & Telemetry
Key Processes
Performance Metrics
Cisco AI Networking & Security Architecture Portfolio
Architectural pillars powering lossless GPU compute, kernel-embedded defense, and agentic autonomy
Lossless Ethernet & RoCEv2
4 models available
+2 more models
Cisco Hypershield Security
4 models available
+2 more models
Agentic NetOps & MCP
4 models available
+2 more models
Cluster Telemetry & Buffering
4 models available
+2 more models
Ex-TAC Escalation Leadership
4 models available
+2 more models
Enterprise MCP Integration
4 models available
+2 more models
Lossless Ethernet & RoCEv2 Models
Priority Flow Control (PFC)
Zero DropUse case: Buffer tuning for RoCEv2 frames
Explicit Congestion Notification
Dynamic ECNUse case: Early queue threshold marking
Cisco Silicon One ASICs
800G / PortUse case: High-radix non-blocking spine-leaf
Dynamic Packet Spraying
100% Non-blockingUse case: Per-packet multipathing across fabric
CISCO AI ARCHITECTURE
& AGENTIC NETOPS
Engineered for Lossless AI Compute,
Protected by Kernel-Level Security
Nexus HyperFabric
Automated fabric orchestration for NVIDIA GPU clusters with Silicon One ASICs and dynamic packet spray.
Lossless RoCEv2 Tuning
Deep buffer optimization with Priority Flow Control (PFC) and Explicit Congestion Notification (ECN).
Cisco Hypershield
Distributed security embedded into kernel eBPF probes and hardware SmartNIC DPUs.
SmartNIC & DPU Offload
Hardware acceleration offloading firewall policies and telemetry without stealing GPU host CPU cycles.
cilium-mcp Agent
Open-source Model Context Protocol server enabling LLMs to diagnose Kubernetes eBPF Hubble drops.
xdr-mcp-community
Autonomous incident investigation agent correlating Cisco XDR alerts and endpoint telemetry.
Cluster Telemetry Sizing
Validation of non-blocking 1:1 bisection ratios and micro-burst queue buffering via Nexus Dashboard.
Ex-TAC Crisis Command
24/7 Sev-1 outage triage led by veteran L3/L4 Cisco engineers specializing in hardware and packet debug.
Autonomous Agentic NetOps in Action
Real-world telemetry triage and security automation powered by Model Context Protocol and Cisco Hypershield
Before Automation
Time
4.5 hours
Accuracy
62%
Cost
$4,800/bridge
After AI Automation
Time
2.5 minutes
Accuracy
99.8%
Cost
$45/trace
9,600%
ROI
< 1 month
Payback Period
Enterprise-Wide Impact
98%
Incident MTTR
100%
GPU Fabric Drops
<10µs
Kernel Overhead
<15m
Ex-TAC Response
Ready to Architect Lossless AI
& Agentic NetOps?
Partner with Technoxi to engineer Cisco Nexus HyperFabric fabrics, deploy Cisco Hypershield distributed security, and integrate production Model Context Protocol (MCP) agents with veteran ex-TAC escalation depth.