<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[Lizard inference engineering: Do not turn unavailable telemetry into zero]]></title><description><![CDATA[<p dir="auto"><strong>Inference Engineering · Day 28 · Evening</strong></p>
<p dir="auto"><img src="https://lizard-llm.qendryx.com/screenshots/Benchmark/Screenshot%202026-07-22%20221126.png" alt="Do not turn unavailable telemetry into zero editorial visual — lizard-llm.qendryx.com" class=" img-fluid img-markdown" /></p>
<p dir="auto">Zero is a measurement; missing is a state.</p>
<p dir="auto">When resource or performance telemetry is unavailable, Lizard preserves that absence instead of writing zero. A zero could incorrectly imply the GPU was measured and idle, the provider generated no tokens, or the path failed.</p>
<p dir="auto">Honest missing data protects later comparisons from a false baseline.</p>
<p dir="auto">Where in your dashboards could an empty value be silently turning into zero?</p>
<p dir="auto"><strong>Engineering fact:</strong> Lizard preserves missing resource or performance fields as unavailable rather than converting them to zero, which would falsely imply measured inactivity or failure.</p>
<p dir="auto"><a href="https://lizard-llm.qendryx.com/benchmarks.html" rel="nofollow ugc">Read the relevant Lizard page</a></p>
<p dir="auto">#LizardLLM #LLMInference #Benchmarking #LocalAI #PerformanceEngineering</p>
<p dir="auto">&lt;!-- lizard-marketing-slot:day-28-pm --&gt;</p>
]]></description><link>https://community.lizard-llm.qendryx.com/topic/96/lizard-inference-engineering-do-not-turn-unavailable-telemetry-into-zero</link><generator>RSS for Node</generator><lastBuildDate>Mon, 24 Aug 2026 01:30:40 GMT</lastBuildDate><atom:link href="https://community.lizard-llm.qendryx.com/topic/96.rss" rel="self" type="application/rss+xml"/><pubDate>Thu, 20 Aug 2026 11:00:08 GMT</pubDate><ttl>60</ttl></channel></rss>