Query your infrastructure with the Pulumi Context API
The Pulumi Context API is now available in public preview. It connects everything Pulumi knows about your infrastructure, the resources your programs manage, the dependencies between them, how stacks consume each other’s outputs, and the resources Discovery finds in your cloud accounts, into a queryable graph. Pulumi Neo uses the Context API out of the box.
Also shipped Aug 26, 2026Pulumi in August 2026 →
You can now view real-time logs for your Python UDFs in Cloud Logging
You can now view real-time logs for your Python UDFs in Cloud Logging. This feature is generally available .
Cortex Extension references in agent skills (General availability)
Referencing a Cortex Extension from an agent skill is now generally available. Set the skill source type to CORTEX_EXTENSION and path to the extension's fully qualified name, and Snowflake expands the reference into the extension's member skills at request time, so you don't list each skill individually.
Cortex Agents Coding Agent (General availability)
The Cortex Agents Coding Agent is now generally available. Add the code_toolset_all tool type to a Cortex Agent, and Snowflake provisions and manages a sandbox backed by the same runtime that powers Snowflake CoCo: bash, file read/write/edit, grep, glob, web search, SQL execution, and skills.
Organization user types (General availability)
With this release, you can specify whether an organization user represents a person or a service. Set the TYPE property to SERVICE for a service or application that interacts with Snowflake without human interaction. If you don't specify a type, the organization user is a PERSON user, which matches the previous behavior.
Semantic Studio (Preview)
Semantic Studio is now available in public preview for all accounts. Semantic Studio is the authoring environment for semantic views in Workspaces, combining conversational authoring with CoCo, direct YAML editing, and deployment to the live Snowflake object in a single surface.
Zerobus Ingest into streaming tables is now generally available
Ingesting into streaming tables with Zerobus Ingest in Lakeflow Connect is now generally available. Writing to a streaming table works the same way as writing to a managed Delta table, with the same limits and quotas. See Create or identify the target table .
More from PulumiEvery Pulumi release →
CLI and SDK rollup: pulumi new, pulumi do, and more
We shipped a bunch of new features and improvements in the Pulumi CLI and SDK this month. A few highlights: A redesigned interactive pulumi new that asks for a cloud provider and language instead of listing every template, then confirms your project, stack, and config defaults in a single step ( v3.258 , v3.259 ) Opt-in encryption of stored credentials with...
Experimental Rust support for Pulumi
Pulumi Labs has released pulumi-rust , an experimental Rust SDK and language plugin for the Pulumi platform. If you’ve been waiting to write your infrastructure in Rust, you can now give it a try. This is an early-stage, experimental project: there are no promises of official support yet, and the API is still taking shape.
Stateful, zero-setup resource operations with pulumi do
You can now use pulumi do to create, read, update, and delete cloud resources directly from the command line , no program, project, or stack required , and pull them into new or existing Pulumi projects when you’re ready.
A notification center for Pulumi Cloud
The Pulumi Cloud console now has a unified inbox for all of your notifications. You’ll find it in the sidebar, just above the name of the active organization, and it notifies you in real time, no reload required: The new notification center currently covers Neo tasks, ESC approvals, and billing notifications, and we’ll be adding more notification types...
Policy violations now appear in pull request comments and checks
When a preview or update runs with a policy pack, the pull request comment and commit check that Pulumi Cloud posts now include a Policy violations section. It shows how many mandatory and advisory violations were found, then lists each one with its policy pack, policy name, the resource it flagged, and the violation message.
Full support for Terraform state, cross-language modules, and HCL
Manage your Terraform state, publish and share Terraform modules across languages, and write programs in HCL as a first-class Pulumi language.
Migrate CloudFormation and ARM with discovered stacks
Pulumi Cloud now discovers your AWS CloudFormation stacks and Azure Resource Manager deployments as discovered stacks . When Pulumi Discovery scans your cloud accounts, every stack and deployment appears with its resources, each mapped to its Pulumi shape and carrying a migration status computed from live state so it never gets stale.
Pulumi Kubernetes Operator v2.8.0
This release contains critical fixes for destroyOnFinalize, making stack teardown and reconciliation more reliable. It also contains quality-of-life feature additions such as better error condition messaging and allowing the flux source artifact size to be configurable. For the full list of changes, see the v2.8.0 release notes on GitHub.