Network Engineering Manager | Architecting Resilient Datacenter Solutions | Team Leadership & Technical Excellence

Building resilient, automated backbone networks at scale. 15+ years designing Internet edge architectures, EVPN/VXLAN data center fabrics, and Segment Routing infrastructures.

• Backbone & WAN Architecture: SR-MPLS, TI-LFA, BGP PIC, LDP-to-SR migrations
• Data Center Fabrics: EVPN/VXLAN, MLAG, Arista EOS, Juniper MX/QFX
• DDoS Defense: BGP Flowspec, RTBH, scrubbing center orchestration
• Network Automation: Python, Ansible, Terraform, ANTA framework, API-first design
• AI-Assisted Operations: Claude Code, GAIT methodology, autonomous config generation

January 12, 2026

Migrated legacy Arista Route-Maps to modern Routing Control Functions (RCF) using the Ralph AI agent with zero human intervention. Introduces the GAIT methodology (Git-based Autonomous Iteration with Tracking)—a persistent loop where every AI action is committed to git, enabling safe rollback and auditable automation. The AI learned RCF syntax from Arista documentation, self-corrected errors, and completed the migration in 90 minutes with zero BGP session disruptions.

Key Topics: AI network automation, Arista RCF, Route-Map migration, Claude Code, GAIT workflow, Ralph agent, git-based config management, ContainerLab

December 30, 2025

Scaled network validation from 12 tests on a single switch to 288 devices in 121 seconds using ANTA (Arista Network Testing Automation). Built a production-grade API wrapper with contextual validation catalogs (Spines, Leafs, Border Leafs, Storage, OOB) enabling Machine-to-Machine operations. The API-first design prepares infrastructure for autonomous AI agents by turning unpredictable CLI users into predictable API consumers.

Key Topics: ANTA framework, network validation at scale, API-first design, contextual testing catalogs, M2M architecture, agentic AI readiness, FabricView dashboard

December 22, 2025

A practical field guide to verifying sub-50ms convergence actually works. Introduces the "Convergence Triangle" audit covering three layers: Transport (TI-LFA with weight 0xf000 backup paths), Service (BGP PIC Edge with weight 0x4000 backups), and the hidden killer—Label Allocation modes. Explains why Per-Prefix allocation breaks PIC and why LOS detection (2-5ms) beats BFD (900ms+) for direct fiber links.

Key Topics: BGP PIC Edge, BGP PIC Core, TI-LFA verification, Add-Path configuration, sub-50ms convergence, Juniper MX, FIB weight analysis, label allocation modes, LOS vs BFD detection

December 16, 2025

Repurposed BGP Flowspec from DDoS defense to surgical traffic migration. Moved hundreds of TCP ports from legacy infrastructure to cloud—port by port—using Flowspec redirection to Anycast anchors over MPLS. Built a three-layer safety architecture: Terraform GitOps interface, CI/CD validation pipeline, and network-side hard filters that reject any unauthorized Flowspec rules. Addresses why Flowspec terrifies engineers and how to cage the "Global Kill Switch."

Key Topics: BGP Flowspec traffic engineering, Anycast migration, MPLS label stacking, L3VPN split-brain, Terraform GitOps, Juniper MX204, defense-in-depth automation

November 23, 2025

The story of migrating a 50+ circuit European backbone from MPLS/LDP to SR-MPLS—comparing corned beef to wagyu. Reveals the uncomfortable truth: SR migrations succeed or fail based on IGP metric hygiene established years earlier. Covers the transformation from LDP-sync headaches to deterministic Node-SIDs, enabling TI-LFA on every backbone link, and virtualizing the legacy LDP backbone inside the new SR infrastructure using EVPN VPWS.

Key Topics: SR-MPLS migration, LDP to Segment Routing, TI-LFA, IS-IS metrics, EVPN VPWS, Node-SID, Juniper SR implementation, IGP foundation design

November 27, 2025

Blueprint for architecting a sovereign enterprise edge. Covers why your default route is a liability, the "Two-Provider Trap" and diversity audit, why 100G is the new baseline (capacity as a security feature), the Transit/Peering hierarchy, IXP-based cloud connectivity (kill the VPN), Tier-1 myths vs regional advantages, and the BGP Communities "cheat code" for granular traffic engineering.

Key Topics: Enterprise BGP architecture, AS autonomy, IXP peering, Tier-1 vs regional providers, BGP communities, traffic engineering, cloud connectivity via IX, Kentik monitoring, network sovereignty

December 2, 2025

Defense-in-depth strategy born from a real attack. Introduces "Scrubbing Blindness" and the "DEFCON 2 Principle"—pre-configure your reactions, let the network execute autonomously. Covers three-speed detection (Kentik for strategic, Akvorado for tactical, FastNetMon for sub-second reaction), Flowspec as first line defense, why RTBH is "Voluntary Extinction," and the "/32 Trick" for surgical scrubbing using prefix polarization.

Key Topics: DDoS mitigation architecture, BGP Flowspec automation, scrubbing center orchestration, FastNetMon, RTBH alternatives, prefix slicing and polarization, detection-to-action automation, DEFCON 2 readiness

December 9, 2025

Building Out-of-Band management networks that survive when production dies. Introduces the "Ghost Network Principle" and "Cosmetic OOB" anti-pattern. Covers the hybrid reality of "paving the desire path" (use in-band daily, keep OOB for crisis), IPsec hub-and-spoke architecture over regular internet, cellular as the ultimate air-gap, console server strategy, and the discipline of verifying OOB connectivity before every risky change.

Key Topics: Out-of-Band management, OOB network design, Ghost Network principle, IPsec VPN architecture, cellular backup, console servers, disaster recovery, pre-flight verification discipline

Routing & Switching    : Juniper MX/QFX, Arista EOS, Cisco IOS-XR
Protocols              : BGP, IS-IS, OSPF, SR-MPLS, EVPN/VXLAN, LDP
Automation             : Python, Ansible, Terraform, Nornir, NAPALM
Validation             : ANTA, pyATS, Batfish
Monitoring             : Kentik, Akvorado, FastNetMon, Prometheus
AI/Agents              : Claude Code, GAIT methodology, Ralph, MCP servers

• AI-Driven Network Operations: Building autonomous validation and remediation workflows using GAIT methodology
• SR-MPLS Optimization: TI-LFA coverage, BGP PIC tuning, sub-50ms convergence verification
• API-First Infrastructure: Exposing network state as structured JSON for machine consumption and agentic AI

• LinkedIn: linkedin.com/in/hervehildenbrand
• Email: herve.hildenbrand@gmail.com

_{Network engineering insights from the trenches. All opinions are my own.}