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…
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Your database decision could come back to haunt you
When building AI prototypes, developers naturally want to get up and running as fast as possible. But move too fast, The post Your database decision…
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 agents speed up development — data access slows them down
Building the app was never the hard part. Now, with AI agents assisting with development, teams complete applications and internal The post AI agent…
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…
What managing 150,000 AI agents could look like for database teams
The database administrator of the future will spend considerably less time administering databases. That sounds contradictory, but AI agents are The…
How confidential AI splits control between data and model owners — and opens new opportunities for both
Most people already understand what generative AI can do. But enterprises run into problems when they need to give a The post How confidential AI sp…
The software supply chain is the new battlefield. AI just changed the rules.
AI coding tools have seriously accelerated developer speed, but AI has also done the same for attackers — and the The post The software supply…
47,000 job listings reveal the engineering roles that AI is creating
Every major transformation in tech has led to roles merging, then new ones emerging. Friction between developers and operations drove The post 47,00…
AI floods security teams with flaws — business context sets priorities
A security researcher testing a 300-person B2B company with a global footprint discovered an internet-exposed database with weak authentication duri…
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…
How telemetry pipelines keep AI agent costs under control
As enterprises move from experimenting with AI to running autonomous agents in production, an infrastructure problem is emerging: rising telemetry T…
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…
Your team isn’t “ignoring security.” They’re just underwater.
A cloud security finding becomes useful only when someone decides what matters, assigns an owner, and follows it through. For The post Your team isn…
Kubernetes made deploying easy. Nobody warned you about the databases.
The DevOps movement, set in motion nearly 20 years ago, broke down the traditional divide between software developers and IT The post Kubernetes mad…
The rise of the agent runtime: The compute platform behind production agents
The fast pace of AI research means organizations now have a wide range of models to choose from that can The post The rise of the agent runtime: The…
Develop like you deploy: closing the Kubernetes local-to-cluster gap
Despite significant investments and technological developments in platform engineering over the past decade, most developers still face the same pro…
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…
Taming the agentic influx: a blueprint for AI business observability
Kin Lane, API industry analyst and co-founder of Naftiko, believes that the bill for AI is coming soon. It’s arriving The post Taming the agen…
Building the agentic agreement enterprise: How developers are unlocking agentic experiences with Docusign’s MCP server and platform
Managing agreements across the enterprise has traditionally been a slow, manual process. Docusign for Developers has accelerated the process through…
LLMs were trained on an inaccessible web — AudioEye data shows AI is still building one
Picture making a lasagna with noodles, peanut butter, and pears. You’ve got the base right, but the ingredients don’t quite The post LLM…
Why Block handed Goose to the Linux Foundation
Internal tools can become powerful external services. Such was the case with Amazon’s cloud, which became AWS. And so too The post Why Block h…
Fivetran’s CPO: Closed data stacks won’t survive the agent era
An AI agent let loose on a data warehouse can run ten or a hundred times more queries than a The post Fivetran’s CPO: Closed data stacks won&#…
Temporal hits 3,000 paying customers with its crash-proof workflow engine
If you work the high wire at a circus, you’d better have a net down below if you want to The post Temporal hits 3,000 paying customers with it…
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…
The API portal is the clearest signal of whether your company can handle AI agents
When I recently talked to Kin Lane, API evangelist and co-founder of Naftiko, I was repeatedly struck by the parallels The post The API portal is th…
AI teams are spending months on web scrapers that SerpApi replaces with one API call
If you want fresh data inside an AI system, you usually end up doing something messy to get it. For The post AI teams are spending months on web scr…
SAP launches managed Joule Studio with Cursor and Claude Code support
SAP is all-in on making it easier for its users to build custom agents. At Sapphire 2026 in Orlando on The post SAP launches managed Joule Studio wi…
How Microsoft is governing thousands of Kubernetes clusters without manual intervention
Kubernetes is complicated; everybody knows it. Logically enough, Kubernetes deployed as a cluster of collected and coalesced instances at “fle…
Temporal reveals serverless option for its Durable Execution platform
We’ve all dreamed at one point or another about having safety guards on everything we do — such as keeping The post Temporal reveals ser…