ReadMeFeed / Community knowledge
Real questions. Useful conversations. Find the people who know your stack.
Learn how to embed Pulumi’s Automation API in a GitHub Actions workflow to provision an AWS S3 bucket automatically, with a concrete TypeScript example, safety gates, and a rundown of trade‑offs like state backend choice and debugging complexity.
Pulumi Automation API Resource Retries The Pulumi Automation API enables programmatic stack management, allowing for the execution of previews and updates within CI/CD pipelines. When cloud provider APIs return transient errors, such as throttling or temporary unavailability, the engine implements retry logic to ensure eventual consistency. Current behavior
Memory retention during repeated preview invocations The Pulumi Automation API runs the engine in‑process and keeps the full resource state graph alive for the lifetime of a Workspace . When repeatedly creating a stack, previewing, and disposing the workspace, users observe a steady increase in resident memory that does not plateau, even after calling worksp
pulumi