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
vocab_size_mismatch
ai-agents-vocab-size-mismatch-decode-error-nonetype-object-cannot-be-converted-t-8dea978d
IFDecode error ('NoneType' object cannot be converted to 'PyString') during inference with large batch size or long sequences, when sampling padding tokens beyond actual tokenizer size.
THENSet the model's `vocab_size` to match the actual tokenizer vocabulary length. For vLLM, modify the model file (e.g., `opt.py`) to pass `len(tokenizer)` instead of `config.vocab_size` to the sampler, or directly edit the `config.json` of the cached model to reduce `vocab_size` to the tokenizer's length (e.g., for `facebook/opt-125m`, change from 50272 to 50265).
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