Redis by proxy: Percona targets the last major hurdle to Valkey adoption
When Redis changed its licensing in 2024, replacing its permissive BSD license with proprietary, source-available alternatives, it prompted a major…
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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…
MCP Is Not Just Another API Standard
Ask most engineers what MCP is and you’ll get the same answer: a way to plug tools into an LLM. Fair enough, as far as it goes. But that description…
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…
Architecting for the Knowledge You Can’t Capture
Every knowledge program seems to begin with the same request. A senior engineer is leaving in six weeks, and someone asks her to document the proces…
Beyond Navier–Stokes: Who Controls Scientific Discovery?
Is the current furore in mathematics the canary in the coalmine for experimental science and knowledge work? This post was originally published in V…
Operating Mode as Runtime State: A Contract for Enterprise
During a service incident, a customer-remediation workflow is moved onto an emergency route because the situation is critical and the team needs a f…
When Content Is Free, Trust Is the Product
There is more technical content available today than any human being could read in a thousand lifetimes. Every topic has a dozen YouTube videos, thr…
How to find failures without drowning in tracing data
A metrics dashboard can tell you a system’s health with ease. A log can help you understand a discrete failure. The post How to find failures…
GitHub now sees 2.9 billion commits a month — and it can’t keep up
Per month, GitHub now sees 2.9 billion commits, 130 million merged pull requests, and 24 million new repos. Back in The post GitHub now sees 2.9 bil…
Kubernetes at the edge has hit a wall. Fleet management is the way through.
Not too long ago, edge computing was seen as a niche use case, limited to telcos, manufacturing plants, and large The post Kubernetes at the edge ha…
DNS is infrastructure. It’s time to manage it that way.
Attackers aren’t always the reason for DNS failures — they can often be something much more routine. For example, the The post DNS is in…
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…
What running Kubernetes across millions of clusters taught AWS about zone failures
Handling the obvious failures is the easy part: a server goes down, you spin up another. The failures that actually The post What running Kubernetes…
Why cheaper models alone won’t save your AI budget
Finding the most capable model at the lowest cost has always been the goal. But as agentic AI evolves, a The post Why cheaper models alone won’…
I buried 20 problems in a fake P&L to see if Claude for Small Business could find them
Anthropic launched Claude for Small Business this month, adding native connectors to business tools like QuickBooks, HubSpot, Canva, Google Workspac…
Pulumi bets infrastructure’s next decade belongs to AI agents
A year ago, Pulumi CEO Joe Duffy says, VPs of infrastructure didn’t think “agentic AI” and “infrastructure” belonged i…
OpenAI brings Codex to the ChatGPT mobile app
On Thursday, OpenAI announced that it is bringing Codex to the ChatGPT app on iOS and Android. It was previously The post OpenAI brings Codex to the…
GitLab is betting a 19th-century economic theory will shape its AI era
As one of the stalwarts of the modern developer tooling industry, GitLab needs little introduction. The company helped popularize the The post GitLa…
The new FinOps problem isn’t cloud bills
At Google Cloud Next this month in Las Vegas, The New Stack sat down with Finout co-founder and CEO Roi The post The new FinOps problem isn’t…
GitHub builds an immune system for AI coding agents running on MCP
Security has emerged as one of the core stumbling blocks in the AI coding space: Companies are racing to connect The post GitHub builds an immune sy…
Fresh data has us asking, does AI demand Kubernetes?
Kubernetes is becoming the de facto operating system for AI. Two-thirds of organizations running generative AI models use Kubernetes for The post Fr…
Cut AI token usage by 96%? Here’s how AWS Strands Agents does it.
For this episode of The New Stack Makers, I sat down with AWS developer advocate Morgan Willis to talk about The post Cut AI token usage by 96%? Her…
Anaconda acquires Outerbounds to rein in the buggy code AI agents keep shipping
Anaconda, which provides an AI-native dev platform, is acquiring Outerbounds, the company behind Metaflow, an open source AI/ML orchestration framew…
How HPE is closing the loop on cloud and AI sprawl with agentic AI
Nothing is Greenfield in an enterprise. Hybrid cloud complexity sits atop siloed teams and systems, making it nearly impossible to The post How HPE…
Trial by Fire: Crisis Engineering
The following article originally appeared on Jennifer Pahlka’s Eating Policy website and is being republished here with the author’s permission. I r…