November 2026 Summaries

Stigg has expanded its Agents offering beyond LLM-level controls to support orchestration frameworks including LangChain, LangGraph, Google ADK, and Vercel AI SDK, providing agents with real-time access to customer entitlements, credits, and budgets during workflow execution. Rather than checking eligibility only before a run or accounting for costs afterward, the platform checks each governed model or tool call before it executes, allows workflows to select cheaper models or alternate tools when appropriate, and meters successful usage for subsequent decisions. This approach is intended to help complex and parallel multi-agent workflows avoid overspending while still completing tasks, with separate allocations and budgets available for individual agents and centralized tracking of calls, costs, customers, and models. Stigg also positions the resulting usage data as a basis for pricing and packaging decisions, supported by a metering pipeline designed to process more than one million events per second; the Agent SDK is available to Stigg customers and is open source under the MIT license.