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.
IFWhen using vLLM with GLM-5 or GLM-4.7 models and MTP (Multi-Token Prediction / speculative decoding) enabled, tool call JSON output is malformed, e.g., missing closing braces or truncated arguments, causing parse failures.
THENDisable MTP decoding or downgrade vLLM to version 0.15.0 where tool calling works correctly. If using NVIDIA NIM, check the underlying vLLM version and apply the same workaround.
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