News

The New Stack
thenewstack.io > modernizing-itops-incident-management

The essential shift every ITOps leader must make to survive an unrelenting stream of incidents

1+ hour, 53+ min ago  (438+ words) High-profile IT incidents are becoming more frequent and more severe. A single hour of downtime for a revenue-generating service could cost large enterprises between $100,000 and $249,999. Even that figure " from an IDC analyst brief " may be too low when accounting for…...

The New Stack
thenewstack.io > ai-agents-appsec-strategy

AI agents are accelerating vulnerability discovery. Here's how AppSec teams must adapt.

2+ hour, 8+ min ago  (441+ words) It has never been easier to quickly and at scale find security vulnerabilities. Linus's Law, Eric Raymond's famous dictum about open source software, states that "given enough eyeballs, all bugs are shallow." In other words, if enough people look at…...

The New Stack
thenewstack.io > llm-database-context-mcp

How your LLM is silently hallucinating company revenue

2+ hour, 32+ min ago  (531+ words) LLMs are accelerating work across engineering disciplines, from generating React components and building backend APIs to noodling with SQL. But we all know LLMs make mistakes, and the nature of those mistakes varies dramatically across domains. Using LLMs with databases…...

The New Stack
thenewstack.io > ciso-identity-complexity-strategy

Rising identity complexity: How CISOs can prevent it from becoming an attacker’s roadmap

2+ hour, 51+ min ago  (670+ words) Identity has always been the thread that stitches enterprise IT together, but the nature of that identity has changed dramatically. Twenty years ago, identity meant a username and password sitting in a corporate directory. Access was tied to a desktop…...

The New Stack
thenewstack.io > googles-gemini-3-1-pro-is-mostly-great

Google's Gemini 3.1 Pro is mostly great

3+ hour, 53+ min ago  (445+ words) Google on Thursday launched the latest version of its Gemini Pro model. While it's not the best at every task, Gemini 3.1 Pro, which is officially still in preview, is far better at solving complex problems than Google's previous mainstream model…...

The New Stack
thenewstack.io > twilio-a2h-protocol-launch

Twilio's A2H is a new protocol that helps agents talk to humans

4+ hour, 38+ min ago  (558+ words) Over the last year or so, we've seen a proliferation of frameworks and protocols for agentic AI tools. What's missing in all of this, however, is a framework that helps agents communicate with humans " or at least that's what cloud…...

The New Stack
thenewstack.io > anthropic-agent-sdk-confusion

Anthropic: You can still use your Claude accounts to run OpenClaw, NanoClaw and Co.

23+ hour, 45+ min ago  (405+ words) OpenClaw, NanoClaw, and the various other personal AI agents that are all the hype right now can quickly burn through millions of AI tokens. What has made them affordable is that even the most basic plans at a flat rate…...

The New Stack
thenewstack.io > vibe-coding-spec-driven

Beyond vibe coding: the case for spec-driven AI development

1+ day, 3+ hour ago  (782+ words) AI is drowning codebases in machine-written output, but without a strategic framework, we aren't just innovating; we're automating the creation of legacy mess, one enterprise software leader argues. With vibe coding, a developer'only needs to type a few prompts into…...

The New Stack
thenewstack.io > sustainable-on-call-strategies

Is your on-call rotation quietly burning out top talent?

1+ day, 6+ hour ago  (547+ words) On-call work is a fact of life for IT operations (ITOps) teams, but as systems complexity and business pressure mount, burnout can quickly spread across teams. When absences increase colleagues" workload, reduce capacity, and cause cognitive impairment, they inevitably slow…...

The New Stack
thenewstack.io > agentic-knowledge-base-patterns

6 agentic knowledge base patterns emerging in the wild

1+ day, 10+ hour ago  (1653+ words) AI agents have become the software industry's latest fascination. Backed by large language models (LLMs), this new class of AI is unlocking data-driven decision-making and autonomous actions, transforming enterprise software practices and business workflows in the process. However, it wasn't…...