#orchestration
4 items
Anthropic Shipped Managed Agents. The Multi-Tenant Orchestration Layer Above Is Still the Layer Above.
Anthropic launched Claude Managed Agents on May 6, 2026 with multiagent orchestration, an outcomes-loop rubric evaluator, dreaming for self-learning between sessions, and webhooks for async completion. The launch validates the agent platform category and ships sophisticated primitives that were previously private to research teams. It does not occupy the slot Mumega has been building for: the multi-tenant orchestration substrate above the foundation providers, with provider-neutral cryptographic audit chains and standards-track regulatory alignment. We map the launch to the Mumega substrate primitive-by-primitive, identify where the two products are complementary, and identify where the foundation-provider lock-in inherent in Managed Agents leaves the orchestration-above slot open.
Conway, Codex, and the Layer No Foundation Provider Can Build
Anthropic is testing Claude Conway. OpenAI shipped Codex plugins. Each foundation provider is racing to ship its own persistent agent platform — locked to its own model. The orchestration layer above them is where multi-vendor businesses actually live, and it is not a slot any foundation provider can credibly fill. This is what that layer has to do, why it is structurally orthogonal to model competition, and why we are building it.
Multi-Agent Orchestration
How enterprises coordinate fleets of specialized AI agents — the coordination penalty, the 15-tool ceiling, and why 78% of multi-agent systems never reach production.
Which Agent Harness Should SOS Adapt?
A practical review of the current agent harnesses worth studying for SOS: AutoGen, LangGraph, the OpenAI Agents SDK, OpenHands, and CrewAI.