Where do you look when Kubernetes is healthy but requests stall?
In cloud-native operations, few scenarios are as maddening as the “phantom slowdown.” This happens when Grafana or Kubernetes dashboards…
DevOps
⚑ Report a ProblemLatest DevOps news from Tech News
All topics
agents
ai
api
architecture
automation
aws
backend
beginners
cloud
database
devchallenge
devops
docker
javascript
kubernetes
llm
machinelearning
mcp
node
opensource
performance
productivity
programming
python
security
showdev
testing
tutorial
typescript
webdev
How to turn AI production feedback into better agents
Your agent is live. The service is healthy. But are its answers getting better? By connecting production traces, curated data, The post How to turn…
Most AI incident tools still leave a key decision to humans
An AI SRE agent can help troubleshoot an incident. But can you trust it to decide on its own when The post Most AI incident tools still leave a key…
The API tax: Why AI agents stall without infrastructure context
Enterprises continue to face an autonomous cloud bottleneck that breaks autonomous operations and leads to failure. This architectural flaw leaves T…
AI changed how you respond to incidents. Your tabletops haven’t caught up.
Tabletop exercises answer one question: when something breaks, will the people responsible for fixing it do the right thing, in The post AI changed…
Kubernetes won the orchestration wars. Its teams are still fighting.
Kubernetes won the container orchestration wars. The CNCF reports that 82% of container users run Kubernetes in production. Despite its The post Kub…
Dynatrace’s $915M Arize deal bets AI agents are just another app to monitor
Dynatrace closed its $915 million acquisition of Arize on October 1, joining Arize’s tracing and evaluation of AI agents to The post Dynatrace…
Vulnerability alert fatigue nearly swamped WHOOP. But its fix still keeps a human in charge.
With often hundreds of thousands of alerts a day, many tech organizations are buried in vulnerabilities and worn down by The post Vulnerability aler…
Agents operate, humans govern: Scale your operations and reduce toil with Azure SRE Agent
What if engineers could spend their time building and optimizing systems rather than maintaining them? It’s 3 a.m., and the The post Agents op…
Red Hat AI 3.5 tackles the GPU queue that can stall AI pilots
Red Hat released Red Hat AI 3.5 this week, a move designed to let software engineering teams run AI with The post Red Hat AI 3.5 tackles the GPU que…
The 3 roles AI agents play in your developer platform
Engineering organizations are trying to deliver as fast as technology allows, bringing agentic AI into their developer platforms and working The pos…
Observability has a data problem. AI is about to make it worse.
Observability is entering a new phase now that OpenTelemetry has standardized instrumentation for data collection. Unfortunately, the observability…
Why real-time AI at scale is so hard
Real-time AI at scale is harder than it looks. Pipelines that hum along in development routinely hit problems in production. The post Why real-time…
Meta stopped worrying about distillation and just shipped the pipeline
Meta released Muse Glimmer on Monday, a 30-billion-parameter open-weight model distilled from Muse Spark and licensed under Apache 2.0. The The post…
Temporal 5x’d AI spend and doubled revenue. CEO Samar Abbas says he can’t prove they’re connected.
For the final two weeks of the year, Temporal clears its calendars. The company calls it a reading period: no The post Temporal 5x’d AI spend and do…
Nscale just bought Anyscale. Here’s why it matters for multi-cloud neutrality.
Cloud platform company Nscale announced this week a definitive agreement to acquire AI workload scaling specialist Anyscale, in a move The post Nsca…
Why your company should (try to) build its own AI SRE
Companies ship more code today than ever, thanks to agentic coding tools. For product teams, this accelerated pace of development The post Why your…
Dynatrace’s new agents can reveal the single hardest part of AI operations
Observability platform company Dynatrace announced a set of advancements to its Dynatrace Intelligence service on Monday that aim to take The post D…
5 ways SRE AI agents are set to augment human capabilities
In digital operations management, AI agents give organizations a competitive edge by reducing incident volume and accelerating recovery. The potenti…
5 steps to build great service architecture and operational resilience
When operations teams get an alert, three questions need to be answered before any action can take place:  Without a The post 5 steps to build…
Test data wait times are slowing AI adoption more than code ever did
We removed friction from code delivery and exposed a bigger one: test data delays. For years, the software delivery conversation The post Test data…
Agents keep changing their answers. Harness just built delivery pipelines that don’t care.
Software delivery lifecycle company (SDLC) Harness wants to put agents through the same pipelines and controls that all application code The post Ag…
AWS will now watch Microsoft’s cloud for you
On Tuesday, AWS announced an expansion to Security Hub, its security operations service, to also monitor Microsoft Azure resources, in addition…
What an ex-NSA red teamer wants every SOC to stop doing
Security teams have spent years trying to see more. More endpoints, more cloud services, more identities, more telemetry. For the The post What an e…
Agentic AI in observability: accelerating root cause analysis
The growing development, promise, and use of generative AI and agentic AI continue to drive dramatic change in the IT The post Agentic AI in observa…
Most enterprises will hand root cause analysis to AI agents within two years
For decades, software engineers have been the eyes and ears of enterprises, combing through voluminous logs, observability tools, consoles, browser…
Microsoft, AWS and Anthropic are spending billions — and not on better models
On July 2, Judson Althoff, CEO of Microsoft’s commercial business, announced the formation of the Microsoft Frontier Company. The new The post Micro…
Observability overload is drowning engineers
If you can see everything, you may see nothing at all. That’s what SREs and DevOps engineers are learning as The post Observability overload i…
The tokenmaxxing party is over, and Revenium is mopping up
For the past 18 months, the corporate approach to artificial intelligence has been a gold rush. The mandate was simple: The post The tokenmaxxing pa…
From Jupyter Notebook to production: How to ship AI systems that actually work
Moving from experimentation to production in AI requires a transformation of mindset, architecture, and engineering discipline. There’s no API…