KM
Kadeem Manning Architect & Engineer
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SRE & Systems Operations

Process Guides (Notes from the Field)

Add Field Protocol (CMS)

Documented playbooks, battle-tested incident protocols, and operational checklists derived directly from high-stakes production environments and real-world edge infrastructure.

Intermediate 🌐 Distributed REST & gRPC Edge Endpoints

Field Guide: Eliminating p99 Tail Latency in Edge APIs

Practical diagnostics, connection pooling protocols, and packet-level optimizations derived from real-world telemetry investigations.

Key Protocol Directives:
  • ⚡ TCP head-of-line blocking can cause massive p99 latency spikes on mobile networks; enforce HTTP/3 with QUIC.
  • ⚡ Maintain pre-warmed keep-alive socket pools from edge workers to origin databases.
Updated: Aug 20, 2026 Open Field Guide →
Advanced 🌐 Multi-Region Cloudflare Edge + Global Anycast

Field Guide: Deploying Zero-Downtime Edge Gateways

A battle-tested deployment checklist and runtime configuration protocol for distributed multi-region edge gateways under heavy traffic surges.

Key Protocol Directives:
  • ⚡ Always deploy canary traffic stages (1% -> 10% -> 50% -> 100%) with automated rollbacks on error-rate spikes.
  • ⚡ Use stale-while-revalidate caching headers to prevent origin thundering herds.
Updated: Aug 5, 2026 Open Field Guide →
KM

Kadeem Manning

Staff Systems Architect & Distributed Edge Engineer

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