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…
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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…
66% of billion-dollar companies leave critical bugs unpatched — the part the AI bug-hunting hype leaves out
Chainguard has launched an AI-powered security harness that uses frontier models, including Anthropic’s restricted Claude Mythos 5.1, to find…
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…
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…
AWS, Upstage and Ollama agree on a decision-model API. OpenAI hasn’t signed on.
AWS’s new decision model comes with a familiar address. Released October 1, Strands Decider 2B is an open-weight model built The post AWS, Upstage a…
Harness bought Augment’s coding agents. The best feature hasn’t shipped yet.
Harness announced Thursday that it acquired Augment Code’s Cosmos software factory, Auggie CLI and Code Context Engine, along with the The pos…
GitHub Copilot is going local — but Microsoft won’t say what gets sent to the cloud
GitHub Copilot will soon decide whether coding tasks run locally or get sent to cloud models, with automatic routing expected The post GitHub Copilo…
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…
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…
Building scalable, agent-friendly APIs for AI applications
Nowadays, most of us interact with frontier AI models in a structured way, even if we do not always think The post Building scalable, agent-friendly…
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…
Agents have made CI the bottleneck. Faster pipelines are the wrong fix.
Three posts landed in September that I think engineering leaders should read together. Anthropic’s engineering team wrote that their continuou…
What Kubernetes’ “monolith” lesson means for AI agent harnesses
Welcome to another edition of Road to KubeCon, your source for everything Kubernetes and cloud-native as we count down the The post What Kubernetes’…
Cloudflare brings paid access to MCP tools — who controls the agent’s spending?
Cloudflare opened a closed beta of its Monetization Gateway on Wednesday, giving domain owners a way to charge AI agents The post Cloudflare brings…
“No human wants to look at billions of traces”: Dynatrace bought Arize because agents need a new kind of observability
Observability has long been a staple of enterprise operations, giving companies a way to understand what their applications and infrastructure The p…
AWS launches a local answer to TypeSafe’s Jev decision model
AWS on Thursday launched Strands Decider 2B, its take on decision models like Jev, Kev, imajev, Laya, and others. TypeSafe&…
CloudBees just committed to an AI-first pivot. Here’s why it matters for enterprise DevOps teams
When new CloudBees CEO Mo Plassnig took the job earlier this year, his board of directors handed him a mandate The post CloudBees just committed to…
“Think of it as Kubernetes for agents”: OpenClaw lands in the enterprise with Nvidia and Red Hat on board
OpenClaw has come a long way since it emerged as a viral weekend project less than a year ago. Created The post “Think of it as Kubernetes for…
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…
Cursor acquired Firetiger. A month later, Cursor launched a bot that tracks code changes through to production.
We all know that producing code is easier than ever thanks to the abundance of AI coding tools and agents. The post Cursor acquired Firetiger. A mon…
AWS open-sources an AI agent it says is 45% cheaper than Claude Code and Codex
Amazon Web Services (AWS) is lifting the lid on a new open source, general-purpose AI agent, designed to give developers The post AWS open-sources a…
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…
Why human oversight is shifting from writing code to defining requirements
This walks through the pipeline our agents operate inside—from a recorded scoping meeting through unit specs, spec review, generated code, The…
AWS agents will suggest your new flights, but code decides what gets booked.
AWS published a new Step Functions pattern this week that gives AI agents a role in airline rebooking while keeping The post AWS agents will suggest…
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…
It passed CI. It passed your evals. The customer still got the wrong answer.
A diff is not evidence. It’s a statement of intent. The tests passed. The review’s done. The change is live. The post It passed CI. It p…
Jacob Coxon warns AI could kill us all. Anthropic’s own report exposes safety gaps.
I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments, The post Jacob Coxon warns A…
OpenAI’s researchers burned $7,000 a day on AI agents — now it’s opening the floodgates
OpenAI rolled out its Agents API in public beta Thursday, opening the backend behind Codex to developers looking to run The post OpenAI’s researcher…
AWS open-sources Pizza Bot: email-style inbox for background AI agents
Amazon Web Services (AWS) has released a new open-source application dubbed Pizza Bot, which gives developers an email-style inbox for The post AWS…