{"slug": "signoz-telemetry-profiler-cutting-storage-by-95", "title": "SigNoz Telemetry Profiler: Cutting Storage by 95%", "summary": "SigNoz's telemetry profiler reduced span storage by 95%, from 13,404 to 672, while preserving all 31 injected error traces, demonstrating that aggressive sampling of high-volume spans can slash storage costs without losing diagnostic visibility.", "body_md": "# SigNoz Telemetry Profiler: Cutting Storage by 95%\n\nThe results were honestly embarrassing. By replaying identical loads, I watched span storage plummet from 13,404 down to 672. That is a 95% reduction in storage overhead without losing a single one of the 31 injected error traces. It turns out the database was just hoarding useless data like a digital packrat.\n\nIf you're trying to optimize your AI workflow or LLM agent monitoring, you know that telemetry can explode faster than your actual application logs. This is basically a real-world deep dive into why \"collect everything\" is a terrible strategy for your wallet.\n\nFor those wanting to implement a similar cost-reduction deployment:\n\n1. **Identify High-Volume Spans:** Find the endpoints that trigger the most telemetry but provide the least diagnostic value.\n\n2. **Sample Aggressively:** Keep 100% of errors but slash the sampling rate for \"200 OK\" health checks.\n\n3. **Profile and Replay:** Use a tool to replay traffic and verify that your storage footprint drops while your visibility into crashes stays intact.\n\nIt's a practical tutorial in common sense: stop paying for data that you'll never actually look at during an outage.\n\n[Next iPhone Photography: Why Mobile Tech Changed the Lens →](/en/threads/3554/)", "url": "https://wpnews.pro/news/signoz-telemetry-profiler-cutting-storage-by-95", "canonical_source": "https://promptcube3.com/en/threads/3566/", "published_at": "2026-07-26 05:48:11+00:00", "updated_at": "2026-07-26 06:05:51.328653+00:00", "lang": "en", "topics": ["developer-tools", "ai-infrastructure"], "entities": ["SigNoz"], "alternates": {"html": "https://wpnews.pro/news/signoz-telemetry-profiler-cutting-storage-by-95", "markdown": "https://wpnews.pro/news/signoz-telemetry-profiler-cutting-storage-by-95.md", "text": "https://wpnews.pro/news/signoz-telemetry-profiler-cutting-storage-by-95.txt", "jsonld": "https://wpnews.pro/news/signoz-telemetry-profiler-cutting-storage-by-95.jsonld"}}