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,…
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…
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…
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…
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…
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…
The AI-native SDLC won’t be one process
Anthropic recently published its AI-Native SDLC Playbook. Its central claim is that “code is no longer the bottleneck.” When agents The…
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…
Presentation: Fixing the AI Infra Scale Problem by Stuffing 1M Sandboxes in a Single Server
Felipe Huici explains how Unikraft achieves millisecond cold boots, stateful scale-to-zero, and extreme density for sandboxing AI workloads. He disc…
Presentation: Platform Engineering in the Age of AI
The panelists explain how platform teams adapt to support AI-assisted engineering, highlighting which capabilities belong in the platform. They disc…
After nine years as HashiCorp CEO, Dave McJannet now wants to “unblock” enterprise AI agents
Ask a traditional enterprise application for a customer address or today’s revenue figures and, broadly speaking, it follows a predictable The…
Mini book: Next-Gen Architecture Playbook: Insights and Patterns for the AI Era
This eMag examines how architects can lead with clarity in a rapidly evolving engineering world, distilling industry insights into field-tested prac…
Your agent context needs a development lifecycle
Skills, agent configurations, prompt instructions, and rules files. These artifacts now determine what your coding agents produce. They shape every…
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…
Microsoft just released Agent Lightning v1.0. Here’s why it matters for platform engineers.
Agentic reinforcement learning has been suffering from a disconnect, an uncoupling, and a misarticulation. The polarity arises from how a The post M…