Production systems & architecture
Production-grade platform engineering case studies, bare-metal infrastructure, and sovereign AI telemetry systems.
AI coding agents (Claude, Cursor) lack real-time infrastructure context and provider outage awareness.
Open-source Model Context Protocol (MCP) daemon streaming live AWS/Vercel/GitHub status, DoH DNS telemetry, and SSL verification.
Sub-50ms tool execution for agentic loops with zero false-positive diagnostics.
Siloed edge server logs and delayed IP blocking across distributed reverse proxies.
Centralized Local API (LAPI) CrowdSec hub in isolated Proxmox LXC, orchestrating multi-node edge bouncers via mTLS.
Real-time threat remediation across all ingress points in <100ms; zero false-positive blockages.
Extreme AWS EKS management/compute overhead ($1,420/mo) with mutable OS configuration drift.
Immutable Talos Linux bare-metal on Hetzner with Cilium eBPF host routing and ArgoCD GitOps pipelines.
Slashed monthly cost to $108/mo (92% reduction) while improving network throughput and eliminating OS vulnerabilities.
Catastrophic downtime risk and slow snapshot restores during high-throughput transaction loads.
Continuous Write-Ahead Log streaming via WAL-G to S3 object storage with automated Point-in-Time Recovery and PgBouncer pooling.
Sub-minute RPO achieved; verified 100GB+ recovery completed in under 12 minutes with zero data corruption.