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.
IFmypy reports false positives where types resolve to dummy_pt_objects.Trainer instead of the real Trainer when importing from the top-level package.
THENInstead of importing from the top-level package (e.g., `from transformers import Trainer`), import directly from the submodule (e.g., `from transformers.trainer import Trainer`). Alternatively, library maintainers should add `__all__` to all exported symbols to prevent fallback to dummy objects.
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