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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4,089
Tier-2 (your patterns)
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lazy_loading
performance-lazy-loading-importing-litellm-triggers-an-http-request-to-fetc-481d2641
IFImporting litellm triggers an HTTP request to fetch model_prices_and_context_window.json even when cost is not used.
THENDefer the HTTP request to only when cost-related functionality is first accessed, e.g., by lazy-loading the pricing data upon first cost calculation. This avoids blocking module import and reduces startup latency.
Tier 170%
lazy_loading
performance-lazy-loading-traces-list-page-for-a-project-becomes-increasingl-bdb935cf
IFTraces list page for a project becomes increasingly slow as the number of traces and spans per trace grows, despite pagination and regular deletion.
THENUpgrade to a Phoenix release that includes lazy loading of spans (implemented in response to issue #3917). This defers fetching span details until the user expands a trace, reducing initial payload and render time. If upgrading is not possible, modify the frontend to fetch span data on demand from an endpoint like /projects/{id}/traces/{traceId}/spans. Ensure database indexes on trace ID and timestamp to further optimize queries.
Tier 170%
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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.
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