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
causal_lm_caching
ai-agents-causal-lm-caching-when-using-past-key-values-with-a-padded-batch-in--fcd4de2b
IFWhen using past_key_values with a padded batch in GPT2 (or similar causal LMs), the computed position_ids include padding tokens, leading to incorrect logits for newly generated tokens.
THENTo fix, either manually pass correct position_ids (e.g., position_ids = torch.arange(past_length, past_length + new_tokens).unsqueeze(0)) or set tokenizer.padding_side='left' so that padding appears at the beginning and past_length excludes padding correctly.
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