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.
IFWiFi CSI-based human sensing project fails to capture frames or is dismissed as fake due to hardware incompatibility.
THENVerify that the hardware supports CSI (e.g., ESP32-S3 with native promiscuous mode, Intel 5300 with modified firmware, Atheros AR9580 with patches). Flash the provided firmware from firmware/esp32-csi-node/ using ESP-IDF, run the Rust aggregator to receive live CSI frames, and confirm amplitude variance when a human body moves near the antenna. Follow the step-by-step tutorial for exact flashing and verification steps.
IFWiFi CSI sensing project reports no data or appears non-functional when using unsupported WiFi hardware.
THENVerify that the WiFi chipset supports Channel State Information (CSI) extraction. Use an ESP32-S3 ($8) with native promiscuous mode for the easiest setup. Refer to the project's supported hardware table. If using Intel 5300 or Atheros AR9580, ensure modified firmware or ath9k patches are applied. Avoid consumer laptop WiFi dongles as they almost never support CSI.
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