AWS will now watch Microsoft’s cloud for you
On Tuesday, AWS announced an expansion to Security Hub, its security operations service, to also monitor Microsoft Azure resources, in addition T…
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What makes CIOs trust an AI agent? Thira bets it’s not the model.
Sunny Gupta spent a decade and a half building Apptio into the system of record for enterprise technology spend. His The post What makes CIOs trust an…
What an ex-NSA red teamer wants every SOC to stop doing
Security teams have spent years trying to see more. More endpoints, more cloud services, more identities, more telemetry. For the The post What an ex-…
APIs aren’t dead. Here’s where MCP fits alongside them.
The allure of emerging technology is undeniable, but adopting it rarely means completely ripping out what already works. Instead, new The post APIs ar…
Enterprise AI benchmarks are broken
Every enterprise software vendor claims its AI agent is production-ready, but how to measure it remains up in the air. The The post Enterprise AI…
Agentic AI in observability: accelerating root cause analysis
The growing development, promise, and use of generative AI and agentic AI continue to drive dramatic change in the IT The post Agentic AI in observabi…
OpenAI’s own safety card says GPT-5.6 has a lying problem
OpenAI’s confirmation late Tuesday that GPT-5.6 Sol, Terra, and Luna will launch publicly on Thursday closes one of the more The post OpenAIR…
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 Th…
Why most AI projects fail: It’s infrastructure and people
AI trash-talkers love to rip on the technology for failing to produce meaningful business results, often pointing to studies like The post Why most AI…
Microsoft, AWS and Anthropic are spending billions — and not on better models
On July 2, Judson Althoff, CEO of Microsoft’s commercial business, announced the formation of the Microsoft Frontier Company. The new The post Microso…
“You Only Compute Once”: How Clockwork wants to put an end to AI training restarts
On a large enough GPU cluster, something is always breaking. That’s just a fact of life. The standard fix is The post “You Only Compute On…
Will it Mythos? One coder’s verdict on Anthropic’s blend of debugging
Anthropic’s rollercoaster ride with Claude Fable 5 and Mythos 5 has left various deposits of fallout this year, but the The post Will it Mythos?…
Developers are now validating code they didn’t write — and may not understand
With an eye on the huge downstream pressure that AI code tools are putting on software engineering teams, GitLab released The post Developers are now …
PagerDuty’s CAIO says most AI incident tools are missing a critical layer
AI is empowering software teams to ship code faster than ever. Given that an average of 70% of incidents stem The post PagerDuty’s CAIO says mos…
Observability overload is drowning engineers
If you can see everything, you may see nothing at all. That’s what SREs and DevOps engineers are learning as The post Observability overload is …
The tokenmaxxing party is over, and Revenium is mopping up
For the past 18 months, the corporate approach to artificial intelligence has been a gold rush. The mandate was simple: The post The tokenmaxxing part…
Why Anthropic just doubled Claude Cowork limits at no charge
Anthropic has announced a limited-time promotion that doubles users’ five-hour usage limits in Claude Cowork. Announced on Monday, it’s su…
From Jupyter Notebook to production: How to ship AI systems that actually work
Moving from experimentation to production in AI requires a transformation of mindset, architecture, and engineering discipline. There’s no API w…
Why agentic AI makes the ops platform the most important layer in the enterprise
The biggest obstacle to enterprise AI isn’t models, data science talent, or even infrastructure.  It’s operations. Across today’…
How to dramatically improve enterprise security alert tuning to battle cyberattacks
The number of incoming IT security alerts arriving at enterprise security operations centers (SOCs) today is staggering, with one IT The post How to d…
Mate Security’s Asaf Wiener made every backend engineer a model router. He’s right to.
AI Operators is The New Stack’s profile series on how CEOs and founders run AI-native companies: the stacks they choose, The post Mate Security&…
Why OpenAI and Anthropic are hiring forward deployed engineer teams
Companies adding AI to their products often think that a powerful model is the key to successful integration. This assumption The post Why OpenAI and …
Debugging the undebuggable: building observability into probabilistic AI systems
Debugging used to be straightforward: A service failed, you checked the logs, followed the stack trace, and fixed the bug. The post Debugging the unde…
“Tokenmaxxing is real, expensive & it’s spreading”: New tools emerge to stop AI budgets from exploding
There’s a new weapon in the fight against tokenmaxxing. Tokenmaxxing, of course, occurs when an enterprise decides that AI token The post “…
Who’s monitoring the agents?
Over the past few months, something quietly shifted. Frameworks like CrewAI, AutoGen, and LangGraph are no longer just showing up The post Who’s…
Three ways operational debt will break your AI strategy, and how to recover
The pressure to move fast has never been greater. However, speed without resilience is a liability. As AI moves from The post Three ways operational d…
Why Google’s Remy leaks have enterprise architects rethinking the AI stack
Google’s reported development of Remy, a new OpenClaw-style agent that can perform actions on a user’s behalf, has lit up The post Why Goo…
The software fix that could shrink AI’s energy bill without new hardware
The load on the energy infrastructure that AI is placing should not be underestimated. Most approaches to addressing the AI The post The software fix …
AI is creating a generation of developers who can’t debug their own code
On the surface, everything looks fine. The tests passed, the review is clean, and the junior who worked on it The post AI is creating a generation of …
Red Hat is betting on AgentOps to close the gap between AI experiments and production
On Tuesday, Red Hat announced significant advancements to Red Hat AI (RHAI) 3.4 at its Red Hat Summit in Atlanta. Red Hat The post Red Hat i…