Scale isn’t one number: three ways a Kubernetes control plane runs out of room
Three clusters in trouble, and they look nothing alike. The first is a training fleet. It sat at a few The post Scale isn’t one number: three…
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AI has lowered the barrier to building. Here’s what that means for engineers.
For most of software’s history, building meant writing code. Not just understanding it, but producing it. The entry point was The post AI has…
AI agents vs. Kubernetes: where each belongs in the control loop
Kubernetes has always relied on agents, just not the kind dominating today’s AI conversations. A controller watches the current state, The pos…
AI agents turn one request into about 20. Kubernetes is evolving to handle it.
Welcome to another edition of Road to KubeCon, where we’re tracking interesting movements in the cloud-native and Kubernetes ecosystem as The…
Employees are vibe-coding their own apps. Cloudflare open-sources Void to give IT a handle on them
Many companies are keen to let employees build their own applications using AI, even those with little or no programming The post Employees are vibe…
Mini book: Evolutionary Architecture in Practice
Discover how to keep software evolvable as systems, technology, and teams shift. This edition explores agentic fitness functions for semantic drift,…
Backstage 1.55 Adds Scaffolder Task Recovery and Removes Deprecated Catalog APIs
Backstage 1.55 adds opt-in recovery for Software Template tasks, resuming crashed or timed-out runs from the last completed step. The release also c…
The agent did the work. The audit log couldn’t say who asked.
More than 20 percent of the MCP-related access policies that Shawn Petty’s team reviewed across customer and prospect environments were The po…
Your AI agent just provisioned a resource. Who owns it?
The environment has thirty-four resources, including a VPC, subnets, an RDS instance, and a load balancer that hasn’t seen any The post Your A…
Presentation: The Reinvention of the Dev Team
Hannah Foxwell shares how the surge of agentic coding forces engineering leaders to rethink team dynamics. She discusses three key anchors for navig…
Presentation: Building Resilient Platforms: Insights from 20+ Years in Mission-Critical Infrastructure
Matthew Liste explains the 12 core principles of building scalable, reliable platforms for enterprise tech teams. From avoiding technical debt and m…
Presentation: Building GenAI Platform at DoorDash
Swaroop Chitlur and Sidd Kodwani share DoorDash’s journey building an internal GenAI platform. They discuss core architectural bets, transitioning f…
A live Kubernetes cluster can still have an ownership gap
Day 1 of a Kubernetes deployment usually feels like a milestone to an IT department: Clusters are provisioned, networking is The post A live Kuberne…
Container Apps Express Reaches GA on a Newly Generally Available Sandbox Layer
Microsoft has made Azure Container Apps Express generally available alongside Container Apps Sandboxes, the microVM compute layer it runs on. Expres…
How to reassign resource ownership before someone’s last day
The objective of this article is to provide a strategy to catch resource ownership going stale the moment it happens, The post How to reassign resou…
The rise of agentic AI on Kubernetes: unleashing the new infrastructure layer
AI is changing expectations around infrastructure and operations, including Kubernetes management. When models run close to the data they use, The p…
Avoiding vendor lock-in through an open-source approach: a developer’s perspective
Every infrastructure team makes decisions that are difficult to reverse. Most of the time, that works out. Sometimes it does The post Avoiding vendo…
OpenTelemetry and Prometheus are getting along. What’s still missing?
Welcome to another edition of Road to KubeCon, where we’re tracking the major movements in the Kubernetes and cloud native The post OpenTeleme…
Developers and platform teams both want Kubernetes self-service. They disagree on who owns it.
What do developers want? Kubernetes environments when they need them. What do they not want? Those environments after a week The post Developers and…
Building a Collaborative Platform Culture in a Bank
A platform is a collaboration system, not infrastructure. Culture follows structure: platform teams can build open support sessions, create super us…
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…
Presentation: APIs for Agents: Rethinking API Programs in the MCP Era
Jim Gough and Andreea Niculcea explain how Morgan Stanley uses Architecture as Code with CALM to modernize its API program. They demonstrate integra…
Elastic Beanstalk Adds Cluster Mode, Running Applications on Shared EKS Clusters
AWS has added Cluster Mode to Elastic Beanstalk, running applications on EKS clusters the service creates and operates. Clusters are assigned by sub…
The cloud reduced operational complexity. But many teams need someone to own it completely.
For companies running serious production workloads with lean engineering teams, the real test of operational ownership comes at 3 a.m. The post The…
One engineer shipped 2,000 PRs a month to production. Verification is the key.
Lauren Tan, an engineer on the Grok team at SpaceXAI, who previously worked at Cursor and Meta, recently published a The post One engineer shipped 2…
Kubernetes can run AI inference. But can it count the real cost?
Welcome to another edition of Road to KubeCon, where we’re tracking the Kubernetes and cloud-native ecosystem on the way into The post Kuberne…
How buildpacks help enterprises finally operate container security controls at scale
Container security controls often fail less because organizations lack standards, scanners, or best practices, and more. After all, every service Th…
Building an Internal Developer Platform with Artificial Intelligence
Agents are becoming the new developer platform, using semantic search with data from tools like Git, Slack, and Jira for context. Things to consider…
Dropbox Evolves Riviera Content Processing Platform to Support AI Workloads
Dropbox has evolved Riviera from a file preview service into a universal content processing platform supporting more than 300 file formats and over…
How to attach an owner to every cloud resource you find
The engineer who knew why that cloud instance existed has left the company. The instance is still running, the bill The post How to attach an owner…