THE METER
SECTION 03
ISSUE 001
Continuous Batching Learns Agent Rhythm
Projection: NVIDIA’s distributed inference stack independently schedules serving stages; A2A formalizes agent exchange. Agent traffic is likely to arrive as think, call, wait, and resume bursts rather than one continuous stream. Rhythm-aware batching succeeds when it raises utilization without delaying the events that unblock a task.
Why this idea is here
What the evidence establishes.
NVIDIA documents separately scalable prefill and decode pools, KV-state transfer, cache-aware routing, and distributed inference; The A2A community releases v1.0 as a stable, production-ready agent-interoperability standard that complements tool-and-context protocols. These are source-backed premises for this inference; they do not by themselves prove broad adoption or the eventual outcome.
Source ledger
Read the sources.
- S01NVIDIA Dynamo: Disaggregated Serving
official technical documentation / published 2026-07-09 / retrieved 2026-07-09
- S02A2A Protocol v1.0: production-ready agent interoperability
official current protocol release / dated Live source · verified 2026-07-10 / retrieved 2026-07-10