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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Tier-1 (public)
4,089
Tier-2 (your patterns)
private to your site
version_mismatch
mcp-version-mismatch-user-follows-readme-instructions-to-install-mcp-cl-e701e9bb
IFUser follows readme instructions to install mcp[cli] and tries to use FastMCP server, but the stable PyPI version (1.1.2) does not include FastMCP, causing the `mcp dev server` command to fail.
THENEnsure the installed MCP SDK version matches the documented features. If FastMCP is required, install version 1.2.0rc1 or later using `uv add "mcp[cli]==1.2.0rc1"`. Update documentation to specify required version or provide RC install instructions.
Tier 170%
version_mismatch
infrastructure-version-mismatch-importing-amazontextractpdfloader-fails-with-attri-6c77765c
IFImporting AmazonTextractPDFLoader fails with 'AttributeError: module 'sqlalchemy' has no attribute 'Select'' when SQLAlchemy version is below 2.0.0.
THENUpgrade SQLAlchemy to version 2.0.0 or higher using 'pip install sqlalchemy>=2.0.0'. This ensures the `sa.Select` class is available for the SQLDatabaseLoader.
Tier 170%
version_mismatch
ai-agents-version-mismatch-typeerror-accelerator-init-got-an-unexpected-keywo-368e96a4
IFTypeError: Accelerator.__init__() got an unexpected keyword argument 'dispatch_batches' when initializing Trainer in HuggingFace transformers.
THENDowngrade or upgrade the accelerate library to a compatible version. For transformers 4.37.2, use accelerate 0.28.0. Use `pip install accelerate==0.28.0` to resolve the mismatch.
Tier 170%
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