Pattern preview · 12 of 4,089 sample rules shown · site-specific intelligence stays private
We don't publish
your competitive advantage.
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.
Sample rules shown
1
Categories
2258
Tier-1 (public)
4,089
Tier-2 (your patterns)
private to your site
structured_output_enum_fix
ai-agents-structured-output-en-when-using-pydantic-models-with-enum-fields-for-st-3338cd4f
IFWhen using Pydantic models with enum fields for structured outputs in vLLM, the grammar parser fails with error 'Pointer '/$defs/xxxxx' does not exist'.
THENReplace enum fields with string fields and use json_schema_extra with an 'enum' key listing allowed string values to work around the JSON schema generation issue. For example, define the field as `color: str = Field(description='The detected color', json_schema_extra={'enum': ['red', 'blue', 'green']})` instead of using a Python Enum type.
Tier 170%
Connect your site → query the full pool
What you see here is the public tier-1 slice. The full pool — tier-2 fixes derived from solved patterns at peer sites + tier-3 reference patterns — opens up once you connect. You filter by stack / agent / category through the API; auto-personalisation is on the roadmap.
Connect a site