Google just bet its inference future on a chip built for one model đź”—
The race to make AI inference cheaper is pushing chip design beyond general-purpose accelerators. We’re now moving toward silicon that The post Google [...]
The New Stack | DevOps, Open Source, and Cloud Native News
Posts
Claude Fable 5 vs. Kimi K3: Same results, one-third the cost, 4x slower đź”—
Moonshot AI released Kimi K3 in mid-July, selling it as a serious professional coding tool that competes head-on with Claude The post Claude Fable 5 v [...]
Amazon, Microsoft, and Google are converging on the same enterprise agent architecture đź”—
Over the past nine months, Amazon, Microsoft, and Google have each introduced or renamed an enterprise agent platform. And all The post Amazon, Micros [...]
Anthropic employees worked “literally around the clock” to keep Fable 5 from disappearing 🔗
After weeks of extending temporary access while bringing additional inference capacity online, Anthropic has finalized Claude Fable 5 subscriptions. I [...]
Grok 4.5 vs. Claude Opus 4.8: Costs and what works, not the spec sheet đź”—
Can Grok 4.5 really match Opus for a quarter of the tokens? xAI released Grok 4.5 on July 8. It The post Grok 4.5 vs. Claude Opus 4.8: Costs and what [...]
Spark 4.2 has a feature that could retire your vector database đź”—
Apache Spark 4.2 launched last week, and it signals an expansion of Spark’s decade-plus role at the center of enterprise The post Spark 4.2 has a feat [...]
Move code review before the code đź”—
The pull request as we know it is roughly 20 years old, younger than the careers of many people now The post Move code review before the code appeared [...]
Self-healing GPU nodes in Kubernetes: What we learned building the EKS node monitoring agent đź”—
When you run Kubernetes at the scale we do on Amazon EKS, nodes break constantly. GPUs fall off the PCIe The post Self-healing GPU nodes in Kubernetes [...]
AI didn’t replace our security team — it multiplied it. 🔗
For years, the assumption in security has been straightforward: mature detection and response programs require a Security Operations Center (SOC). The [...]
The bottleneck for AI agents isn’t the model anymore. It’s the context layer. 🔗
There’s a pattern I’ve watched repeat for two years. A team builds an agent, hits reliability problems, upgrades the model, The post The bottleneck fo [...]
Platform engineering’s new job: serving environments at agent speed 🔗
Platform engineering has won the argument. Some 90% of organizations have adopted at least one internal platform; golden paths are The post Platform e [...]
Musk open-sourced Grok Build to fight Anthropic. Anthropic pays him $1.25 billion a month. đź”—
I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments, The post Musk open-sourced Gro [...]
Kimi K3 tops Arena’s coding leaderboard — and it’s open-weight 🔗
Developers building with AI have largely relied on proprietary models like Anthropic’s Fable and OpenAI’s GPT-5.6 Sol for their most The post Kimi K3 [...]
1Password’s new browser integration for Claude changes how AI uses your credentials 🔗
As AI agents tackle more tasks, such as managing online accounts, authentication has become a practical engineering problem. For example, The post 1Pa [...]
“They’re dead if they don’t offer this”: DoorDash’s CLI for agents may be out of necessity 🔗
As AI agents evolve beyond writing code toward handling everyday tasks for people, the infrastructure required to keep them on The post “They’re dead [...]
Why every AI agent decision needs a receipt đź”—
A conversion-rate alert fires 30 minutes after a pricing engine deploys updated discount rules. The analytics platform holds millions of The post Why [...]
From intent to enforcement: Lessons from operating Kubernetes controllers at scale đź”—
Kubernetes controllers are what make the platform’s declarative model real. They observe the state, reconcile toward the intent, and keep The post Fro [...]
Arm and Google offer a smarter option to run agentic AI workloads đź”—
As enterprise leaders start deploying agentic workflows, they must establish the infrastructure to build and run them, one capable of The post Arm and [...]
Microsoft just open-sourced the app that put Comic Sans on the map đź”—
Comic Sans has been mocked, memed, and muzzled from corporate communications since time immemorial, but most people won’t know that The post Microsoft [...]
AI hasn’t shifted the bottleneck from coding to code review 🔗
Why we’ve stopped noticing the real improvement opportunity Since AI arrived, many people have mentioned that the bottleneck has shifted The post AI h [...]
GoDaddy opened its registrar to AI agents. Then it had to build guardrails. đź”—
On Wednesday, GoDaddy launched its new developer platform, giving developers a way to manage domains without leaving their development environment. Th [...]
You don’t have a deployment problem. You have a validation problem. 🔗
Ask a platform team about their deployment capabilities, and you will usually hear a genuinely impressive story. Progressive rollouts that The post Yo [...]
Why smarter AI caching sometimes makes everything slower đź”—
Caching was one of the most critical optimizations in modern AI systems long before most teams realized it. Early prototypes The post Why smarter AI c [...]
Linux creator Linus Torvalds tells AI haters to walk away from Linux, or go fork it 🔗
Creator of the Linux kernel, Linus Torvalds, has refreshed his stance on the use of AI in software development with The post Linux creator Linus Torva [...]
OpenAI’s GPT-Red automates prompt injection testing to harden AI agents 🔗
Now that AI agents are performing real tasks rather than just generating text, the old methods of manual security testing The post OpenAI’s GPT-Red au [...]
“There are no laws, only suggestions”: What AI agents do with your instructions 🔗
Nine days into a twelve-day experiment with an AI coding agent, SaaStr founder Jason Lemkin had one instruction on file: The post “There are no laws, [...]