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Agents at Scale: control planes, context, long windows, payments, app-native agents

WSO2 launches Agent Manager to help enterprises tame AI agent sprawl launches an open-source Agent Manager control plane that gives enterprises unified visibility, governance, security and scale for AI agents. Outcome engineers get a vendor-neutral governance layer to inventory, secure, and enforce policies across distributed agents — practical Gate and Law work (Principles 15,10).

CopilotKit raises $27M to help developers deploy app-native AI agents announces AG-UI, a protocol that helps developers deploy app-native AI agents and standardize agent integration across product surfaces. Standardized in-app agent interfaces reduce brittle context plumbing and speed delivery of agentic features inside apps, shortening the path from prototype to shipped artifact (Principles 06,09).

AI has a sprawling data problem. Airbyte has just launched a tool to fix it. Airbyte releases Airbyte Agents and a Context Store that precomputes unified business-data indexes so agents query one fast, consistent source. This gives outcome engineers a production-ready context layer that shrinks retrieval overhead, improves truth management, and makes agent behavior more reproducible (Principles 11,06).

Subquadratic launches with $29M to bring 12M-token context windows to AI unveils SubQ and a subquadratic architecture claiming 12M-token context windows. Vastly larger windows let agents operate over whole repos, long documents, and extended workflows without brittle retrieval orchestration — rethink memory, Graph design, and orchestration strategies (Principles 11,06).

Solana and Google Cloud Launch Stablecoin Payments Service for AI Agents debuts Pay.sh, enabling AI agents to autonomously pay for Google Cloud and dozens of APIs using Solana stablecoins and per-request pricing. This creates a production path for agent-native transactions and procurement, forcing outcome engineers to design secure billing identities, cost controls, and auditable payment trails (Principles 09,12).