Recent essays and technical notes.

Edge & AI Infrastructure

When L3 is Dead: Orchestrating and Rescuing Disconnected Edge Nodes

Cloud orchestration assumes DNS, DHCP, and reachable gateways. When edge devices operate in air-gapped or disconnected states, here is how Layer 2 protocols, fallback ladders, and dead-man switch recovery save the fleet.

Networking & Telecom

Part 4: Deterministic Networks for Physical AI

Why best-effort networking is not enough for Physical AI, and how Deterministic Ethernet (TSN) solves the temporal synchronization problem.

Swamy D K V

Personal blog and portfolio covering software engineering, systems, and leadership.