StackQL is a simple, SQL based solution to deploy, configure, managed and query cloud and SaaS resources

Melbourne, Australia
Joined August 2021
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When agents write to your infrastructure, "plan, review, apply" starts to break down. Agents run continuously. Multiple actors touch the same resources. A state file that caches what one tool did last time can't reflect what's actually there right now. Drift stops being an exception and becomes the default. Tutorial 2 shows a different pattern: query before mutation. → Read live cloud state from the API → Apply a policy gate to bound what any single run can do → Mutate only what's out of policy → Verify Every run starts from reality instead of a cached view. Demonstrated end to end against Google Cloud Storage bucket encryption. Same pattern works from a shell or from an agent through stackql's MCP server in Claude Desktop. If the pattern makes sense to you, star the repo: github.com/stackql/stackql Full tutorial: stackql.io/blog/query-before… #MCP #DevOps #CloudSecurity #AgenticAI
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