Choose the simplest loop primitive (turn-based, /goal, /loop, /schedule) and make success criteria explicit and verifiable.
Verify any UI change end-to-end before declaring it done.
Plan and roll out Claude Code via a self-hosted apps gateway, using centralized SSO login, managed settings enforcement, and per-user usage attribution when running on Amazon Bedrock or Google Cloud.
Decide whether to run Claude via Microsoft Foundry hosted on Azure or hosted on Anthropic, based on Azure-native requirements vs. needing full API feature/model availability.
A practical playbook for designing and operating effective human–agent teams: working in public, defining roles and tools, setting a north star, and building trust through verification and gradual autonomy.
Configure and roll out workspace-owned “agent identities” for team-wide AI agents with least privilege, strong boundaries, and reliable auditing.
Roll out Claude Desktop across an organization with cloud-hosted inference and enterprise controls, based on a provider-backed deployment (AWS, Google Cloud, or Microsoft Foundry).
Centralize authorization for MCP connectors via an identity provider so admins provision once and users inherit access via IdP groups and roles.