Releasesby GlyphOpenAI API adds hard spend limits for organizations and projects
A monthly cap makes affected API requests return 429 once tracked spend reaches the limit. Spend alerts can warn before traffic is interrupted.
Also shipped Jul 22, 2026OpenAI in July 2026 →
External OAuth and configurable scopes for MCP servers (General availability)
Two new hierarchical parameters let you bind MCP servers to your organization’s existing identity provider (IdP) and control which OAuth scopes MCP clients discover. This enables MCP clients such as Claude, Cursor, and ChatGPT to authenticate against your corporate IdP instead of Snowflake OAuth.
Variant and Variant shredding are now generally available
Variant is now generally available . Variant is a flexible data type for semi-structured data that delivers structured-like query performance through Variant shredding, which is also generally available.
Transactions are now generally available
Transactions that write to Unity Catalog managed Delta tables are now generally available. Group multiple SQL statements across one or more tables into a single atomic transaction using BEGIN ATOMIC ... END; or BEGIN TRANSACTION; ... COMMIT; syntax. All changes succeed together or roll back together, ensuring data consistency across your operations.
Email notifications for expiring service principal tokens are now generally available
Databricks now automatically sends an email notification when a service principal token is set to expire within seven days. Because service principals don't have their own mailboxes, Databricks sends these notifications to workspace admins.
Role-based access control (RBAC) is in Public Preview
Role-based access control (RBAC) is now in Public Preview. RBAC lets users assume a role in Databricks using only that role's permissions for the duration of the session instead of their own accumulated permissions. This enables exclusive access.
Governance Hub is in Beta
Governance Hub is in Beta . Governance Hub is a centralized, account-level UI in the account console for monitoring governance across your Databricks account. It provides a unified view of data health and coverage, AI usage and spend, and cost drivers, with prioritized insights and recommendations. All views respect existing permissions.
More from OpenAI APIEvery OpenAI API release →
OpenAI releases GPT Transcribe and GPT Live Transcribe
GPT Transcribe handles accurate file transcription and final transcripts of Realtime turns, while GPT Live Transcribe provides low-latency streaming. Both support transcription context, keyword hints and multiple expected languages.
OpenAI releases an official Terraform provider
The provider manages projects, users, groups, roles, service accounts, certificates, invitations and project rate limits as code, with import and drift detection through standard Terraform workflows.
OpenAI cuts GPT-5.6 Luna price 80% and Terra 20%, Fast mode replaces Priority
From July 30, GPT-5.6 Luna costs 80% less and Terra 20% less. Fast mode replaces Priority Processing, giving GPT-5.6 Sol up to 2.5x speed at twice the price, and priority requests map to it automatically.
OpenAI Usage and Costs dashboards filter and group by API key
Usage and Costs dashboards and the Usage and Costs APIs now support an API key dimension for reporting and analysis.
OpenAI releases the GPT-5.6 model family: Sol, Terra and Luna
GPT-5.6 Sol, Terra and Luna span frontier to high-volume workloads, and gpt-5.6 routes to Sol. The family adds Programmatic Tool Calling, explicit prompt caching controls, persisted reasoning and Pro mode, with multi-agent orchestration in beta.
OpenAI Fast mode supports long-context requests for GPT-5.6 models
Prompts over 272K tokens can now run in Fast mode on GPT-5.6 Sol, Terra and Luna, at up to 2.5x the speed of the Standard tier.
OpenAI updates chat-latest to the newest ChatGPT model
The chat-latest snapshot now points to the latest model in ChatGPT for Plus and Pro users and will be updated regularly. OpenAI recommends GPT-5.6 Sol for production API usage.
OpenAI Daybreak adds Blue and Red access tiers for defenders
Daybreak Blue gives approved defenders general-purpose models such as GPT-5.6 Sol for vulnerability discovery, code review and incident response, while Daybreak Red gives separately approved access to purpose-trained models.