Microsoft Foundry Guidance Shows How to Reduce AI Agent Inference Costs

AI teams can now use more specific guidance for managing agent costs. Microsoft detailed context-engineering techniques for reducing inference costs in enterprise AI agents.

The techniques include selective retrieval, tool search, reusable skills, and memory management. The guidance reports substantial reductions in input-token consumption while maintaining agent quality.

Azure Copilot Observability Agent Supports Basic and Auxiliary Log Plans

Teams using lower-cost telemetry tiers can retain AI-assisted investigation capabilities. The Azure Copilot Observability Agent can analyze Log Analytics data stored in Basic and Auxiliary table plans.

This allows organizations to apply lower-cost telemetry plans while continuing to use the agent for investigation.