VS Code's AI Toolkit and Microsoft Foundry can speed up agent development, but real-world success often depends on picking the right runtime and region, keeping tool-driven context under control, and ...

For agents, the value is clearer still: structured JSON output, reusable commands and built-in skills that let models interact with Workspace data and actions without a custom integration layer.

Despite software architecture relying on them, managing the API lifecycle creates governance risks for engineering teams.

They should also focus on companies with durable competitive advantages, strong balance sheets and current scale that will allow operations to weather any disruptions across the next decade. The nine ...