VictoriaMetrics

@victoriametrics
178 Followers
6 Following
604 Posts

The High Performance Open Source Time Series Database & Monitoring Solution

#opensource #timeseries #database #monitoring #observability

Visit:https://victoriametrics.com/

What’s the best #observability signal to start with?

In #Telemetry Talks episode 3, our engineer Alexander Marshalov breaks down how choosing the right signal from the beginning can save time, reduce noise, and set you up for better observability from day one.
If you’re working with #metrics, #logs, or #traces, this is a great place to start.
Watch the short here on YouTube 👇

https://bit.ly/416PNqC
#OpenTelemetry #DevOps #Monitoring #TelemetryTalks

📅 Join us live on our YouTube Channel. April 16th at 5 pm GMT / 6 pm CEST / 9 am PT.
📔 Agenda:
🟣 VictoriaMetrics Roadmap Update
🚀 Anomaly Detection & #Cloud
🧵 VictoriaTraces Roadmap Update
📌 #VictoriaLogs Roadmap
🌍 Community News + AMA
Don’t miss the chance to learn, ask questions, and connect with the #VictoriaMetrics community.
👉 Save the date & join us live!
https://bit.ly/3PKWEDI
#Monitoring #Observability #OpenSource #logs #metrics #traces

#VictoriaMetrics is a 🥇 Gold Sponsor at @lfnw 2026. Join us and explore the #linux #OpenSource world of #observability and #monitoring, whether #logs, #traces, or #metrics.
See you at Bellingham Technical College, April 24–26!
https://bit.ly/3NGNtDL

#TechConference

If you're looking to better understand observability and make it work at scale, this episode is for you.

👉 Watch now: https://bit.ly/4m4d4mN

#TelemetryTalks #Metrics #Otel

Telemetry Talks ep 3: OpenTelemetry with VictoriaMetrics observability signals

YouTube
We cover:
✔️ What each signal actually means without overcomplicating it
✔️ Common misconceptions around #observability
✔️ Where to start if you're new to metrics, logs, and traces
Plus, we go hands-on:
→ Integrating VictoriaMetrics with the #OpenTelemetry demo
→ Exploring Grafana dashboards
→ Testing all three signals in dedicated playgrounds
Telemetry Talks episode 3 is here 🎙️
In this episode, @dianatodea joins Zhu Jiekun and Alexander Marshalov to break down OpenTelemetry observability signals: #metrics, #logs, and #traces, and how #VictoriaMetrics handles each with high performance, cost efficiency, and seamless integration.

An #AI agent like Codex can:
⚡ Run for hours without supervision
⚡ Generate code at a speed no developer (or #QA team) can match
⚡ Continuously iterate without fatigue
We don’t know how OpenAI has implemented #observability for its Codex agents. We can, however, reproduce the setup for local development with Docker.
Find more information in this post 👇
https://bit.ly/41BOCQ3

#AI #SoftwareDevelopment #OpenAI #Automation #DevTools #FutureOfWork

Observability Lessons From OpenAI

OpenAI applies observability to autonomous AI agents using the VictoriaMetrics Stack and OpenTelemetry. Learn to build your own local setup with metrics, logs, and traces that help LLMs test, benchmark, and iterate autonomously.

VictoriaMetrics

Writing code is no longer confined to the good old IDE.

We’re entering an era where autonomous #AI agents are taking the lead.
A great example is #openai where internal development has reportedly reached 0 lines of manually written code by adding the #VictoriaMetrics #Observability Stack to their harness. Their #engineering blog on #Codex outlines what an agent-first workflow actually looks like in practice.

At first glance, these goals seem to pull in opposite directions. But in reality, this tension is what makes Developer Relations so powerful.
The best DevRel teams don’t choose one over the other. They embrace the contradiction. Because when you truly help developers succeed, adoption follows. And when you align with business goals, your impact scales.
In this short, we break down why these “contradictions” aren’t a problem, they’re the strategy.
Watch more 👇

https://www.youtube.com/shorts/gcKkcCcP7JM

Balancing personal brand, company goals and open source in DevRel can be tricky

YouTube

#DevRel often feels like a constant balancing act.

- You’re building trust 🤝 while driving adoption.
- Supporting developers 👩‍💻 while contributing to business growth.
- Focusing on community ❤️ while delivering measurable impact.