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To Touch Grass

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Nothing. Instead, I went outside to touch grass with my family. The whole point of 'touching grass' is to have some time where you do not have to think about, and interact with, technology. Making and using some kind of gimmick still pulls away the attention you could be dedicating to the nature…

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

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OpenTelemetry-Style Spans for VIN Decode Latency and Upstream Attribution

A free VIN decode looks like one button click. Under the hood it is normalize, validate, cache lookup, optional proxy hop, NHTSA DecodeVinValues, field mapping, and render.

  • Implement OpenTelemetry-style spans for VIN decode latency.
  • Use child spans to pinpoint slow stages: normalization, cache, upstream VPIC, mapping.
  • Add hashed VIN attribute for privacy-safe identification.

Investigating consumer lag without guesswork

Hi everyone, we’ve created a new project called Broka that supports Kafka, RabbitMQ, Redis, ActiveMQ Artemis, and Memcached. If you don't mind, I’d love to walk you through it with a quick guide.

  • Consumer lag in Kafka does not imply a consumer is caught up even when it's 0.
  • Stable consumer lag indicates a backlog, while a changing lag signifies task redistribution.

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