How to Turn Slow Queries into Actionable Reliability Metrics with OpenTelemetry Slow SQL queries degrade UX and reliability. This guide shows how to distill OpenTelemetry DB spans into actionable metrics: build span-derived slow-query dashboards, rank queries by traffic impact, a...

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.

10 Software Companies to Watch in 2026 Here are ten software companies to keep an eye on in 2026.

@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

Announcing Reliability Delta: Clear, Objective Insight into Whether Your Release Made Your System Better or Worse In a 50 to 100+ microservice environment with dense service-to-service dependencies, even small regressions can cascade silently. And slowing down isn’t an option. Leadership needs faster delivery and...

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.

Making Observability Work: From Hype to Causal Insight A few weeks back, I joined Charity Majors, Paige Cruz, Avi Freedman, Shahar Azulay, and Adam LaGreca for a roundtable on the state of modern observability. It was an honest conversation about where we...

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. 🦈

The Cost of Confusing SRE, DevOps, and Platform Engineering Confusing SRE, DevOps, and Platform Engineering may work at 20 engineers, but at 200 it creates chaos. Here’s why the distinctions matter and how to scale them effectively.

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...

Cutting Through the Noise: Startups to Watch at KubeCon 2025 This week is KubeCon, North America—one of the most beloved technology conferences in the world, centered around one of the most beloved enterprise technologies: Kubernetes.

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-...)

Shark loves sugar assimilated!

🎃 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.

KubeCon Happy Hour in Atlanta · Luma Join us for a casual evening of networking, dinner, and drinks with the KubeCon community! After a full day at KubeCon and co-located events like Observability…

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...

How Causely and Google Gemini Are Powering Autonomous Reliability Gemini’s ability to interpret natural language, generate structured code, and summarize technical context complements Causely’s deterministic causal inference engine, turning complex telemetry into cl...

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 Brings Causal Intelligence to IBM Instana Causely already mediates to OpenTelemetry, Datadog, and Dynatrace to consume traces, metrics, alerts and logs. Today we’re adding IBM Instana Observability to that list.

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

Zero Downtime at 30,000 RPS: How Quantum Metric Rearchitected with Causely During a high-risk migration, Causely gave Quantum Metric a new kind of clarity rooted in cause-and-effect across dynamic systems. This helped them improve how they think about managing complexity at ...

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

Causely Feature Demo: Solve the Root Cause of Message Queue Lag Watch the video to see how Causely turns “Lag High” chaos into confident, informed action in seconds.

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 EU at FOSDEM 2026 OpenTelemetry is coming to FOSDEM! When we put out our community survey, you requested more meetups and we have heard you! We’re happy to announce that we are bringing back OTel Unplugged, the…

📣 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 !

How a Leading Gaming Platform Prevented Revenue Loss Using Causely in Grafana With Causely + Grafana, the gaming platform can spot reliability risks early, take the right action, and avoid revenue-impacting incidents before users even notice.

PS - read the case study to learn how a leading gaming platform prevented revenue loss using Causely in
@grafana.bsky.social 👉 www.causely.ai/blog/gaming-...

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!

How Causal Reasoning Addresses the Limitations of LLMs in Observability Causal reasoning with AI agents enable proactive incident prevention, automated remediation, and a path toward autonomous service reliability.

👀 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...

Causely Feature Demo: From Root Cause to Business Impact with Causely and ClickStack by ClickHouse See how Causely and ClickStack by ClickHouse help teams fix failures confidently and address their real-world impact.

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