Salesforce made Agent Fabric's FinOps Dashboard, Model Wallet and Cost Optimization Policies generally available, including spending limits that block requests before budgets are exceeded. Agent Evals and API Evals are scheduled for beta in November 2026 and general availability in January 2027.
Google Cloud makes Oracle database MCP access generally available
Google Cloud made its remote MCP interface for Oracle AI Database@Google Cloud generally available, using the ExecuteSQL Data API with Google Cloud IAM and credentials resolved through Secret Manager. It also announced preview sign-ups for a Gemini connector supporting natural-language database queries inside the Gemini app.
GitHub previews server-to-server authentication for Copilot SDK
GitHub introduced a public preview allowing Copilot SDK agents and services to authenticate through GitHub Apps installed on organizations without a signed-in user's credentials. Apps require the read-only Copilot Requests permission and a short-lived installation token; usage is billed to the installation's organization under its policies and budgets.
Codex 0.165.0 adds Vertex AI and enables memory v2 by default
Codex 0.165.0 adds a built-in Google Cloud Vertex AI provider and enables reasoning-effort changes during conversations for supported models. Memory v2 becomes the default for fresh profiles and gains support for importing memories from external agents.
Airbyte launches MCP pipeline controls and a data context layer
Airbyte released an open-source MCP server, free across its plans, for managing pipelines, connectors and sync troubleshooting; Core users run it locally. Cloud and Enterprise Flex customers can enable a context layer for read-only source records and SELECT-only Snowflake or BigQuery queries. It is off by default and requires administrator enablement.