Slow SQL queries degrade UX & reliability. This guide shows how to distill #OpenTelemetry DB spans into actionable metrics: build span-derived slow-query dashboards, rank queries by traffic impact, and detect regressions with anomaly baselines. Lab included. www.causely.ai/blog/how-to-...

See how Causely continuously builds an always-on service graph (services, infra, and data flows) and combines it with traces, metrics, and logs to pinpoint the exact regression, its blast radius, and the causal path — with clear, explainable reasoning in seconds.

@TechTimes_News shares 10 Software Companies to Watch in 2026. We're proud to be included. www.techtimes.com/articles/313... #SoftwareInnovation #Tech2026

We’re excited to share that we've been named a 2025 Intellyx Digital Innovator Award winner 🎉 This recognition reinforces why causal reasoning matters in reliability engineering. Read the brain candy brief: intellyx.com/2025/12/01/c... #DigitalInnovation #ReliabilityEngineering #Causality

Introducing Reliability Delta. See how changes impact reliability before they reach production. Reliability Delta surfaces the differences that matter so teams can catch regressions early and avoid incidents before they happen. Read more: www.causely.ai/blog/announc...

We’re excited to share that Causely has been named a Gartner® Cool Vendor for AI in IT Operations! Gartner recognized our continuous causal inference and live causality graph that identifies the underlying driver behind performance changes. Read more: www.causely.com/blog/gartner...

We had a great time #AWSreInvent last week! Thank you to everyone who stopped by the booth, chatted with us, shared your experiences, and of course picked up some Sharks Love Sugar swag. We loved the conversations and look forward to continuing them!

At #reInvent? Visit us at Booth #347! In reliability, guessing shouldn’t be part of the game. Causely removes the gamble by finding the cause behind anomalies. Come say hi! Grab some Sharks Love Sugar swag + enter our LEGO raffle.

In the continued spirit of Thanksgiving, we're grateful for conversations that push observability forward, such as this one. Watch the full Modern Observability Roundtable discussion: www.causely.ai/blog/making-...

It's Thanksgiving week, and we’re grateful for open-source projects that push #observability forward — like @grafana.bsky.social #Beyla. Here’s our breakdown of why Beyla matters + how to get started: www.causely.ai/blog/thank-y...

Tired of poring over logs and dashboards to guess why your queues are lagging? Causely automates the investigation, surfacing the root cause in seconds. ▶️ Watch the 2-min demo: www.causely.ai/blog/causely...

Dallas, you were awesome. 🤘 Thanks to everyone who came by the Causely booth at @grafana.bsky.social #ObservabilityCON On the Road yesterday! Great convos, great energy, and, of course, great swag. 🦈

DevOps. SRE. Platform Engineering. Same goals, different disciplines, but the nuances matter. This post aims to clear things up, helping teams align on who owns what and how the pieces fit together 🧩 www.causely.ai/blog/sre-dev...

Causely was featured in the International Business Times list of Startups to Watch at KubeCon 2025! If you’re at #KubeCon this week, swing by Booth 1661 to say hi and enter to win our LEGO raffle! www.ibtimes.com/cutting-thro...

AI SREs aren’t science fiction anymore. → What’s real vs hype: CIO Dive article (www.causely.ai/blog/ai-sres...) → How Causely is building one: Modern CTO podcast (www.causely.ai/blog/modern-...)

🎃 Happy Halloween from Causely 👻 In a world haunted by false positives and spurious alerts, one terrifying truth remains: Correlation is futile. Our favorite Shark-Of-9 knows it too: you can’t guess your way to reliability! Stay spooky. Stay causal.

Calling all #KubeCon friends! We’re co-hosting a 🍻Happy Hour with @clickhouse.com + Buf! Good drinks, great people, better reliability. RSVP → luma.com/56t729bb + See how we integrate with ClickStack to find the why behind system slowdowns: www.causely.ai/blog/causely...

Dashboards show what. LLMs guess what else. And now, Causely + Google Gemini reveal why. Together, we’re powering the shift from reactive firefighting to autonomous reliability. 🔗 causely.ai/blog/causely... @googlecloudsec.bsky.social #gcloudpartners #geminiatwork

Causely already mediates to @opentelemetry.io, @datadoghq.com and @dynatrace.com. 🆕 Now we’re adding IBM #Instana to the list. Causal intelligence turns all that telemetry into understanding, so you fix causes, not just symptoms. Read more → causely.ai/blog/causely... #AIOps #SRE

1 high-stakes migration, 0 downtime. Learn how Quantum Metric validated every stage of a Google Kubernetes Engine Dataplane V2 cutover, all while running at 30k+ RPS. #GKE #Dataplane #Kubernetes #K8s www.causely.ai/blog/quantum...

⏳ Our next OTel Live session is happening tomorrow. Don’t miss the chance to catch up on what’s new in the OpenTelemetry project. Hear directly from maintainers Severin Neumann and Marylia Gutierrez as they share updates from across the ecosystem. 🕒 3:00–4:00 PM UTC 🔗 RSVP: buff.ly/NpZsMWO

Message queue lag is rarely contained. It ripples outward, slowing everything it touches. Causely replaces intuition with structured causal understanding of what is causing latency, and the actions required to resolve (or prevent) them. ▶️ Watch the demo www.causely.ai/blog/causely...

Big thanks to @grafana.bsky.social for an amazing #ObservabilityCON! Great sessions, great people, and one very happy winner of our LOTR #LEGO 🧱 We’re especially excited about #Beyla and where it’s headed → read our take: causely.ai/blog/thank-you-grafana-beyla-how-to

🗽 Who else is in New York this week for #LeadDev? Stop by Causely booth 40 to see how our causal reasoning engine helps engineering managers ship every commit fearlessly. 🌟 Plus, enter to win the LEGO Icons Lord of the Rings Barad-dûr set!

📣 OTel Unplugged is headed to Brussels in February 2026! A full day of in-person conversation and collaboration! Unconference sessions only—no organized talks. We’ll shape the next chapter of the #OpenTelemetry roadmap. Details on registration and sponsorship in our latest blog. buff.ly/vC9kqtZ

OpenTelemetry + Prometheus = instant visibility + faster fixes ⚡ For Severin Neumann, the best part of #CloudNative is the community that helps you grow 🌐 Thank you, @svrnm.com !

In London for #ObservabilityCON? Visit Causely's booth to see how you'd benefit from causal reasoning embedded in @grafana.bsky.social. 🌟 Plus, enter to win this iconic Lord of the Rings #LEGO set!

👀 Observability shows you everything. ⛰️ LLMs summarize the overload. 🎯 Causal reasoning explains why. That’s the path to autonomous reliability. 👉 www.causely.ai/blog/how-cau...

See how our integration with @ClickHouseDB turns #ClickStack signals into answers. Watch the demo. ▶️ www.causely.ai/blog/causely...

Next week, we’ll be at #ObservabilityCON London with @grafana.bsky.social ! Come by the Causely booth to see how our integration with Grafana goes beyond observability → understandability, and enter to win a Lord of the Rings LEGO Icons set. 🧙‍♂️

“AI SRE” ≠ just an LLM with dashboards. New article: why most AI SRE claims miss the mark, and what real AI for reliability looks like (hint: start with causal reasoning, not hype). www.causely.ai/blog/ai-sres...

🤖 Should AI-run observability keep humans in the loop — or go fully autonomous? Adam LaGreca and Severin Neumann unpack the trade-offs for reliability and IT Ops in our latest roundtable. Watch the full Modern Observability Roundtable: www.causely.ai/blog/making-...

New! Causely integrates with @incident.io, allowing joint customers to: 📍 Pinpoint the root cause 🧑‍🤝‍🧑 Engage the right team ✅ Resolve incidents faster See us at #Sev0 in San Francisco this week, or learn more about the integration here: www.causely.ai/blog/causely...

Get to know our head of community Severin Neumann. In this podcast episode of The Software With, he shares his journey with #softwaredevelopment, #APM, the @opentelemetry.io community, and reasons for joining Causely. www.youtube.com/watch?v=0aBF...

🧩 Understanding every component of your #microservices environment doesn't mean you understand the system at large. Hear what else Endre Sara has to say on the topic in the full video ➡️ youtu.be/iuroPvbvDk8?...

💡 Did you know Causely spots root causes in #PostgreSQL, like locks, slow queries, or connection exhaustion, across self-hosted and cloud DBs? 👉 docs.causely.ai/telemetry-so...

Don’t let message queue lag ripple through your system 🌊. Trace it back to the real culprit instantly. See how Causely does it → www.causely.ai/blog/causely...

Here are 4 standalone @docker.com patterns (and trade-offs) every SRE should know: www.causely.ai/blog/standal... Done right, Docker can be just as reliable and performant as @kubernetes.io #Containers #Reliability #DevOps #SRE

[email protected] is shaping the future of #observability, and logging is a big part of that story. 🪵Our latest blog breaks down why #OTel logging matters and how teams can make the most of it. www.causely.ai/blog/opentel...

As Causely co-founder Endre Sara puts it, instrumentation is important but doesn't mean you truly understand the behavior of your system. #Microservices need causal reasoning, not just #observability. Watch the rest of the video: www.causely.ai/blog/when-ev...

Message queue lag ≠ the real issue. Finding the root cause hiding behind it is the issue. New demo video shows how Causely gets it done: www.causely.ai/blog/causely...

Kubernetes ≠ always the right answer. 🐳 Standalone Docker powers plenty of high-performance environments, when architected correctly. Here's what to know: www.causely.ai/blog/standal... #Docker #SRE #CloudNative

🪄 Automatic instrumentation isn’t magic, it’s code. Code that comes with trade-offs you must understand. You can’t afford to treat it like a black box. This blog unpacks 5 techniques for automatic instrumentation with lab examples you can try. www.causely.ai/blog/demysti...

⏰ Every minute of downtime costs you — not just dollars, but also customer trust. Ask Causely accelerates incident response by surfacing the right context, fast: what’s failing, who owns it, what’s impacted? Watch the demo: www.causely.ai/blog/causely...

Are you curious how different techniques for automatic instrumentation work? I wrote a blog post and created a lab that give an overview over the most common mechanisms: Repo: github.com/causely-oss/... Blog: www.causely.ai/blog/demysti...

When something breaks in production, most tools make you start with a question: What’s going on? But with Ask Causely, you start with the answer. www.youtube.com/watch?v=SbpV...

When distributed systems fail, it’s often not due to lack of data — it’s lack of understanding. Watch this ‪dzone‬ webinar to learn how causal reasoning is helping teams solve reliability issues at the source. www.youtube.com/watch?v=iuro...

When something breaks in production, most tools make you start with a question: What’s going on? But with Ask Causely, you start with the answer. www.youtube.com/watch?v=SbpV...

Production failures aren’t noise problems. They’re signal problems. 📢⚠️ Causely cofounder Endre Sara shares why the hardest part of incident response is knowing what to pay attention to — and how AI can help. causely.ai/blog/the-sig... #DevOps #SRE #Observability