The Hallway Track
8 tracked signals on orchestration.
Inference is now hyperscale infrastructure whose orchestration/control plane, not models, captures the value.
“The infence traffic already outpaces the largest microservices in the world and the rate of growth is fastest of any workload we have ever seen.”
Anthropic, Google, and others are standardizing persistent, asynchronous agent runtimes as the default UX.
“one conversation, many cloud threads”
LangChain launched dynamic subagents in Deep Agents, letting agents spawn and coordinate parallel subagents by writing code.
“So the orchestration effectively moves out of the agent's head and into code.”
Databricks open-sourced Omnigent, a meta-harness that routes queries across multiple agent harnesses through one runner.
“So, Databricks open-sourced a fix, Omnigen. It's a meta harness. One layer that sits above every harness.”
AWS combines LangGraph and Strands on AgentCore for production multi-agent market surveillance.
AWS combines NVIDIA NIM, Bedrock AgentCore, and Strands Agents for production-grade multi-agent systems
AgentCraft applies real-time strategy game mechanics to reduce human bottleneck in multi-agent orchestration
“really, we are a bottleneck”
OmniGen is an open source harness that orchestrates multiple AI agents to collaborate in real time.
“Instead of choosing between agents, it orchestrates them together and enables agents talk to each other, no longer living in isolation.”