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How to Test Node.js Retrieval Schemas for Reliable Real-Estate Listing Discovery

Reliability is the first design constraint for semantic duplicate detection in a listing feed. Short answer: keep canonical facts separate from derived search data, make every retrieval decision replayable, and test the pipeline with labeled pairs before tuning a similarity threshold. That approach works for a logistics marketplace too, where the same warehouse may arrive from several partners…

We haven't written up this one. Dev.to has the full story — the link below goes straight to it.

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WhatsApp Automation Metrics: Separate Delivery, Containment, and Resolution

WhatsApp Automation Metrics: Separate Delivery, Containment, and Resolution A WhatsApp automation dashboard can report messages sent, delivered, read, replies, completed flows, or conversations…

  • WhatsApp automation metrics track message transport, engagement, outcomes, handoffs, and recurrence.
  • Measure five separate layers: transport, engagement, outcome, handoff, and recurrence.

Benchmarking 10GbE NAS-to-NAS Transfers: iperf, NFS, cp, and rsync

One of our Synology NAS systems was nearly full, so I planned to move data to another NAS over our existing 10GbE network.

  • Benchmark tests conducted on November 9-10, 2026, using Synology NAS systems
  • iperf showed 9.42 Gbps network throughput, but file-copying speeds were lower
  • cp and rsync had significantly lower transfer speeds (494 MB/s and 181 MB/s)

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