With #LogsQL, you can filter, transform, and aggregate your logs as you wish.
Retrieving the ordered set of #k8s #logs with errors in the last hour looks like this:
error kubernetes _time:1h | sort by (_time)
The result: full visibility into AI-assisted development.
By integrating #telemetry into VictoriaMetrics Stack, you can create insightful dashboards and queries that address key questions about your AI-assisted development processes, utilizing MetricsQL for metrics and #LogsQL for #logs and traces.
Learn more in our latest blog post 👇
https://bit.ly/45e88o3

Learn how to add observability to Vibe Coding Tools using OpenTelemetry and the VictoriaMetrics Stack. This guide explains how to configure popular vibe coding tools to export their metrics telemetry and get insights about your vibe coding sessions.
📊 #VictoriaLogs - Fast #opensource log database from #VictoriaMetrics using 30x less RAM & 15x less disk than #Elasticsearch and #Loki. Handles terabytes of logs efficiently with the powerful #LogsQL query language. Available in single-node and cluster mode. #observability #devops #logging
🧵 👇
📈 #LogsQL query language provides fast full-text search, advanced analytics, and data extraction/transformation at query time. Can be combined with Unix tools like grep, less, sort, and jq for log analysis.
🎯 Optimized for high cardinality fields like trace_id, user_id, and ip addresses. Supports logs with hundreds of fields (wide events), multitenancy, out-of-order ingestion, live tailing, and surrounding log context selection.
Join us for an exciting #VictoriaMetrics #Meetup in Berlin at Deutsche Bank's Tech Centre on Sept 18, 6 PM! 🚀
Our co-founder Aliaksandr Valialkin, @valyala will explore #GitHub events with #VictoriaLogs and demonstrate some cool #LogsQL queries.
🏦 Evgenii Borisov and Olga Ukhina - Deutsche Bank Lead Engineer will present, “From Zero to Millions: Our Journey to High-Performance monitoring with VictoriaMetrics for a Cloud Platform”.
Working with #logs in #Loki or #VictoriaLogs
#LogQL is not the same as #LogsQL — both are optimized for querying, but with key differences.
Here’s how to convert LogQL queries to LogsQL
https://docs.victoriametrics.com/victorialogs/logql-to-logsql/
#VictoriaLogs is the best #LogManagement alternative to #Loki (and #Elasticsearch):
✅ Zero-config & schemaless ⚡
🔄 No breaking changes with upgrades 🔧
🔍 Supports high-cardinality fields out of the box 🎯
💾 Uses less RAM & disk space than Loki & Elasticsearch 📉
⚡ Executes queries faster than Loki ⚙️
📜 Better query language for logs than Loki
Read more in the latest blog post by our Co-founder - Aliaksandr Valialkin
https://itnext.io/why-victorialogs-is-a-better-alternative-to-grafana-loki-7e941567c4d5
Yeah, #logsql is kind of amazing. I haven't seen many be able to do join syntax for logs that makes sense.
I'm pretty sure #victorialogs is my logs server now. I'm having actual fun slicing through logs. Send help! 😅
https://docs.victoriametrics.com/victorialogs/logsql/#join-pipe
Also, doesn't help that I'm getting fairly quickly productive with its #logsQL. I more than familiar with #Loki and #ElasticSearch for these things, but #victorialogs really does feel a bit easy to understand how to query and filter.
Though once I have like a month with it, I will likely find the short cases that breaks this love and question why not use SQL. 😝