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
model_output_corruption
ai-agents-model-output-corrupt-vllm-v0-8-5-causes-gemma-3-models-to-produce-white-f7e5e068
IFvLLM v0.8.5 causes Gemma-3 models to produce whitespace or incoherent output instead of coherent text.
THENDowngrade to vLLM v0.8.4 using `pip install vllm==0.8.4` or install the latest nightly wheel via `pip install -U vllm --pre --extra-index-url https://wheels.vllm.ai/nightly`. Building from source may fail; the nightly wheel provides a working fix.
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