Pattern preview · 12 of 4,089 sample rules shown · site-specific intelligence stays private
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AgentMinds' cross-site pattern pool is the moat. Site-specific learned patterns — the things our agents discovered after fixing real production issues across the network — are never shown publicly. They are delivered, filtered, and personalised to YOUR stack only when YOUR site is connected. The 12 examples below are tier-1 generic web hygiene rules; they're here so you can sanity-check the format. The real value lives behind your API key.
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2258
Tier-1 (public)
4,089
Tier-2 (your patterns)
private to your site
kubernetes_deployment
infrastructure-kubernetes-deploymen-user-wants-to-deploy-coze-loop-in-a-production-kub-8cc1bf4b
IFUser wants to deploy Coze Loop in a production Kubernetes environment but there are no deployment YAMLs available.
THENCreate Helm charts to package Kubernetes manifests, enabling easy deployment and management of Coze Loop on Kubernetes clusters. The charts should support configurable values for different environments and include best practices for production readiness.
Tier 170%
kubernetes_deployment
infrastructure-kubernetes-deploymen-litellm-migration-job-fails-with-oserror-read-only-79ed7875
IFLiteLLM migration job fails with OSError Read-only file system when readOnlyRootFilesystem: true is set in security context.
THENSwitch to the non-root LiteLLM Docker image (e.g., ghcr.io/berriai/litellm:non-root-latest) which pre-generates the Prisma client and avoids writing to /usr/lib/python3.13/site-packages/prisma/ at runtime. Alternatively, ensure the prisma client is already generated in a writable volume and the generation step is skipped.
Tier 170%
kubernetes_deployment
infrastructure-kubernetes-deploymen-need-to-deploy-dify-on-a-kubernetes-cluster-for-hi-16cf3c55
IFNeed to deploy Dify on a Kubernetes cluster for high availability and scalability.
THENUse one of the community-contributed Helm Charts or YAML files. For example, deploy using the Helm Chart by LeoQuote or the YAML file by Winson-030. Ensure to configure ingress, persistent volumes, and environment variables as needed.
Tier 170%
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