Articles from Source: The-New-Stack

Microsoft’s pitch to enterprises: Ditch Azure Repos for GitHub, despite its rocky reliability record

2026-06-08 19:05
🚀 Microsoft is encouraging enterprises to transition from Azure Repos to GitHub, despite recent reliability issues at GitHub. The platform has faced outages impacting critical services like CI/CD pipelines, prompting public apologies. 📊 GitHub's usage has surged, processing 1.4 billion commits monthly, with AI contributing significantly. To handle this load, GitHub aims for 30 times its current capacity. 🔄 Microsoft’s new tool, Enterprise Live Migrations (ELM), offers a smoother transition,...
Source: The New Stack
Paul Sawers

Claude Code’s biggest upgrade yet ran 5 agents at once — here’s what happened

2026-06-08 19:01
🚀 Anthropic has released Claude Opus 4.8, introducing dynamic workflows in Claude Code. This feature allows Claude to function like a team of developers, enabling it to create its own orchestration scripts and run multiple subagents simultaneously. 💻 According to Anthropic, this upgrade significantly reduces project timelines, with tasks that typically take months now completed in days. 🔍 Ole Lehmann highlights that dynamic workflows elevate Claude’s capabilities, likening the AI’s role to a...
Source: The New Stack
Jessica Wachtel

Why Anthropic just doubled Claude Cowork limits at no charge

2026-06-08 17:35
🚀 Anthropic has announced a limited-time promotion that doubles the five-hour usage limit in Claude Cowork at no extra cost! This offer is available for users on Pro, Max, and Team plans, including legacy Enterprise users. It runs from June 5 to July 5, 2026, with no action needed to participate. Note that this promotion applies only to Claude Cowork, while limits for other Claude products remain unchanged. #Anthropic #ClaudeCowork #AI #TechNews #Promotions
Source: The New Stack
Adrian Bridgwater

For years, Apache Cassandra handed this work to your team — 6.0 takes it back

2026-06-08 14:00
🚀 Apache Cassandra 6.0 is now in alpha, shifting its focus from new features to taking back tasks historically handled by application teams. This version introduces the Accord consensus protocol, enhancing multi-partition workflows by moving some coordination work into the database itself. Another key change is the implementation of Transactional Cluster Metadata (TCM), which improves cluster metadata coordination and addresses some long-standing challenges. Explore the implications of these...
Source: The New Stack
Anil Inamdar

“A dangerous combination”: The 2 factors that can “corrupt” AI agent workflows

2026-06-08 13:00
AI agents are transforming workplace applications, but this shift poses risks for identity and access management (IAM). Traditional IAM was designed for human users, while AI agents operate in dynamic, unpredictable ways, leading to potential security concerns. If AI agents are given poorly managed static credentials, it can result in unauthorized access and operational issues. To mitigate these risks, organizations need robust monitoring of AI agent activities to ensure compliance with...
Source: The New Stack
Adrian Bridgwater

With Foundry, Microsoft bets the enterprise AI battle is about reliability, not capability

2026-06-08 12:00
🚀 Microsoft is shifting its focus in the AI landscape. At Build 2026, they introduced significant updates to Microsoft Foundry, emphasizing reliability over just capability. Key updates include a hosted agent infrastructure and new tools for developers, ensuring production-ready AI applications. The Foundry's managed runtime allows seamless deployment without the need for rewrites. This change highlights Microsoft's commitment to building dependable AI solutions that meet real-world demands....
Source: The New Stack
Darryl K. Taft

Microsoft unlocks Visual Studio for developers left behind by its own AI

2026-06-08 11:00
🚀 Microsoft recently announced exciting updates to Visual Studio at the Build 2026 conference. The key focus is on integrating AI agents into the development process, allowing developers to use their own AI models and keys. This change aims to support teams with specific compliance and environment needs. 🔑 Additionally, Microsoft is embedding AI directly into existing tools like the debugger and profiler, facilitating quicker issue identification and resolution. #VisualStudio #AI...
Source: The New Stack
Darryl K. Taft

AI teams now deploy 1,000 times a month. Your pipeline wasn’t built for that.

2026-06-07 16:30
AI coding tools are showing significant results, with adoption rates rising from 76% in 2024 to 90% in 2025. 📈 Deployment rates have surged from 357 to nearly 1,000 per month, representing a 175x improvement for high-performing teams. However, increased speed alone is not enough; direction is crucial. 🎯 Effective product velocity combines speed with strategic focus to enhance outcomes. Organizations must prioritize a balanced approach to thrive in this rapidly changing landscape. ⚖️...
Source: The New Stack
Paul Stovell

Microsoft just made the agent runtime free — and kept everything around it

2026-06-07 15:00
🚀 Microsoft has announced that its agent runtime, OpenClaw, is now free, opting to focus on the layers surrounding it. At Build 2026, Microsoft launched Scout, its first always-on work agent, powered by OpenClaw. This move mirrors the Android model, where the base is free, but value lies in the services around it. Microsoft is enhancing enterprise policy controls and integrating with various partners, positioning itself strategically in the agent landscape. #MicrosoftBuild #OpenSource...
Source: The New Stack
Janakiram MSV

“Whoever builds the most joyous product wins”: The agent war begins

2026-06-06 15:00
At Snowflake Summit 26 in San Francisco, the focus shifted from large language models to the concept of the agentic enterprise. AI's role is evolving from writing code to orchestrating complex workflows with minimal human intervention. Christian Kleinerman, Snowflake’s EVP of Product, detailed this approach, highlighting how it simplifies the data lifecycle. Snowflake's new tools aim to enhance developer efficiency by reducing the need for multiple apps, allowing developers to focus on...
Source: The New Stack
Chris J. Preimesberger

Netlify CTO Dana Lawson: Writing code is no longer the job

2026-06-06 14:00
🚀 At AI Native DevCon, Netlify CTO Dana Lawson shared insights on the evolving role of software engineers. He emphasized that writing code is no longer the core of the job. Instead, understanding agent experience (AX) is key. As AI enables more people to create, engineers must focus on overseeing production and ensuring seamless collaboration between humans and AI. This shift brings both opportunities and uncertainties for developers as the industry rapidly changes. #TechInnovation...
Source: The New Stack
Jennifer Riggins

From Jupyter Notebook to production: How to ship AI systems that actually work

2026-06-06 11:00
Transitioning AI from Jupyter Notebook to production requires significant changes in mindset and engineering practices. 🛠️ In notebooks, models thrive in controlled environments, but production demands scalable, observable systems that handle uncertainty. Key factors include high accuracy, reproducible training, and robust monitoring. 📈 Effective experimentation is crucial; chaotic testing can lead to failures in production. A disciplined approach ensures models perform reliably in real-world...
Source: The New Stack
Zziwa Raymond Ian

OpenClaw used Gavriel Cohen’s code and exposed the AI Agent accountability problem

2026-06-06 10:31
🚨 Important AI Development Alert! 🚨 OpenClaw's use of Gavriel Cohen’s code highlights a significant issue of accountability in AI agents. Cohen discovered his work in OpenClaw without consent and stepped away from the project. This raises questions about code ownership and transparency in AI technologies. With AI systems gaining autonomy, the need for clear accountability is critical. Developers are now concerned about whether their code is being used without acknowledgment. Stay informed...
Source: The New Stack
Matthew Burns

Replit shows how vibe coding is getting its own financial stack — and a path to profit

2026-06-05 19:03
🚀 Making apps is now more accessible, but monetizing them can be challenging. Replit aims to bridge this gap by creating a financial stack for vibe-coded apps. 🛒 Their latest feature includes a Shopify integration, allowing users to easily set up custom storefronts without prior e-commerce experience. 💻 Users can create a fully functional store in about ten minutes, connecting their Shopify account to finalize their setup. #VibeCoding #Replit #Ecommerce #Shopify #AppDevelopment
Source: The New Stack
Paul Sawers

Cloudflare aqui-hires VoidZero: Did a piece of the open web just stabilize, or become more brittle?

2026-06-05 19:01
Cloudflare has acquired VoidZero, known for its JavaScript development tools like Vite. Both companies emphasize that VoidZero's open-source and community-driven ethos will remain unchanged. The developer community's reaction is mixed, with some praising the acquisition for its potential benefits, while others express concerns about future changes and vendor lock-in. Cloudflare aims to support the continued development of VoidZero's projects. #Cloudflare #VoidZero #OpenSource #WebDevelopment...
Source: The New Stack
Adrian Bridgwater

Cursor cuts prices and adds enterprise spend controls amid “tokenomics” reckoning

2026-06-04 19:36
Cursor has adjusted its pricing model in response to industry shifts, cutting costs by 20% for its Teams plan and introducing a new Premium tier for power users. This change comes as flat-rate pricing models in AI coding are being replaced by consumption-based billing. In addition, Cursor has launched a usage pool for its Composer model and enhanced spend alert features for better budget management. This aims to give organizations clearer control over AI expenses. #AICoding #TechNews...
Source: The New Stack
Paul Sawers

Google Gemma 4 12B nearly matches 26B benchmarks — and runs on your laptop

2026-06-04 19:30
🚀 Google has launched Gemma 4 12B, a powerful new model designed for standard laptops. It boasts high-performance, multi-modal intelligence while requiring just 16GB of VRAM. 📊 This model performs nearly as well as the 26B version but with a significantly smaller memory footprint. Developers are excited about its accessibility for advanced reasoning tasks, even offline. 🎤 Notably, Gemma 4 12B supports native audio inputs, streamlining the processing of both audio and visual data. #GoogleGemma...
Source: The New Stack
Meredith Shubel

Snowflake thinks it knows what’s really slowing developers down

2026-06-04 19:22
Snowflake is addressing challenges developers face with tool fragmentation and context switching. The company introduced Snowflake CoCo, an AI-based coding agent designed to streamline enterprise development. CoCo helps automate workflows and develop apps with ease. Additionally, Snowflake launched Datastream, a Kafka-compatible service for real-time data streaming, enhancing AI app creation. Learn how these innovations aim to boost productivity without sacrificing governance. #Snowflake #AI...
Source: The New Stack
Chris J. Preimesberger

Autonomous agents have met their biggest challenge yet: The database.

2026-06-04 18:53
Autonomous agents are evolving beyond chatbots, now capable of reasoning and planning. However, they face a significant challenge: databases. 🔍 Andy Pavlo from Carnegie Mellon University highlighted the complexities at the Percona Live 2026 conference. Databases require high correctness and performance, making them difficult for agents to manage effectively. ⚙️ Pavlo discussed two types of AI agents—tuning and coding. Tuning agents aim to optimize databases, traditionally a job for human...
Source: The New Stack
Chris J. Preimesberger

Why agentic AI makes the ops platform the most important layer in the enterprise

2026-06-04 18:35
The article highlights that the main challenge for enterprise AI is not technology, but rather operations. As hybrid environments grow complex, managing various applications and infrastructures becomes difficult. Latha Vishnubhotla from HPE notes the significant time spent on maintaining systems after initial setup. The piece emphasizes the importance of the operations platform in navigating this complexity, especially with the rise of AI workloads. Read more about how HPE’s GreenLake is...
Source: The New Stack
TNS Staff

How to dramatically improve enterprise security alert tuning to battle cyberattacks

2026-06-04 18:12
🚨 Cybersecurity alert fatigue is a growing concern for SOC teams, facing over 3,000 alerts daily, with 73% being false positives. This challenge costs U.S. enterprises approximately $3.3 billion annually. 🔍 Effective alert tuning is essential, but it comes with risks. Analysts must balance reducing noise without missing genuine threats. 💡 Continuous monitoring and measurable tuning are critical to maintain security without creating blind spots. #Cybersecurity #AlertFatigue #SOC #ITSecurity...
Source: The New Stack
Todd R. Weiss

Why the need for humans won’t disappear in the age of autonomous databases

2026-06-04 17:18
The rise of autonomous databases is reshaping the data landscape, but human expertise remains crucial. 🤖 Vadim Tkachenko from Percona emphasizes that while automation is increasing, the role of database administrators (DBAs) is evolving rather than disappearing. They will shift from maintenance to focusing on data architecture and governance. Machine learning will take over routine tasks, allowing humans to concentrate on strategic issues like data integrity and access patterns. 🌐 This...
Source: The New Stack
Chris J. Preimesberger

How to secure Kubernetes in the age of AI workloads

2026-06-04 16:45
Securing Kubernetes is increasingly complex, especially with the rise of AI workloads. 🌐 AI introduces new risks, expanding the attack surface due to dynamic processes and unpredictable traffic. Traditional security measures may not suffice. ⚠️ Notably, advancements in zero trust networking are essential. Managed services like Azure Kubernetes Service are enhancing security by providing network-isolated clusters, reducing the risk of data exfiltration. 🔒 Understanding these challenges is...
Source: The New Stack
Mary Branscombe

Asana says its new AI “chief of staff” turns your Slack chaos into trackable work

2026-06-04 16:21
🚀 Asana has launched Dash, an AI assistant designed to streamline work from Slack and email into trackable tasks. This personal AI "chief of staff" helps users manage follow-ups and provides daily briefs on pending items. 🗂️ Asana also enhanced its AI “teammates,” offering industry-specific solutions and better integration with tools like Gmail and Slack. Learn more about how Asana aims to improve workplace productivity through AI. 🤖✨ #Asana #AI #WorkplaceInnovation #Productivity #TechNews
Source: The New Stack
Frederic Lardinois

Nvidia’s best model is now live

2026-06-04 16:12
🚀 Nvidia has launched its new model, Nemotron 3 Ultra, featuring 550 billion parameters. It is now available on platforms like Hugging Face and ModelScope. This model leverages a mixture-of-experts technique and supports up to 1 million tokens in context. Nvidia highlights its speed, claiming it is significantly faster than earlier models and can save users up to 30% on token costs. However, while it outperforms competitors like Kimi-K2.6 and Qwen-3.5, it still trails behind some benchmarks...
Source: The New Stack
Frederic Lardinois

Mate Security’s Asaf Wiener made every backend engineer a model router. He’s right to.

2026-06-04 15:23
🚀 Asaf Wiener, CEO of Mate Security, emphasizes the importance of managing AI model costs in startup operations. He identified high expenses early on, prompting a structural shift in how his team handles AI models. By breaking down costs, they can make informed decisions on feature pricing and performance. This approach highlights the growing significance of inference costs for AI startups, shaping their financial futures. 📊💡 #AIStrategy #StartupLeadership #CostManagement #TechInnovation
Source: The New Stack
Matthew Burns

The AI cost crisis finally has a watchdog — just not the companies causing it

2026-06-03 20:10
The AI cost crisis is gaining attention as the Linux Foundation announces the launch of the Tokenomics Foundation. This body will focus on creating standards and best practices for AI token consumption economics. The foundation aims to clarify the costs associated with AI, which have rapidly outpaced traditional finance models. Major companies like Google and Microsoft are backing this initiative. As AI token usage grows, so do the expenses, with recent data showing a significant increase in...
Source: The New Stack
Paul Sawers

How to get operational data off the factory floor without creating an IT breach

2026-06-03 19:55
Navigating the integration of operational technology (OT) and informational technology (IT) is crucial in the AI era. The article highlights the need for efficient data transfer from factory floors to IT systems without compromising security. Traditional methods can lead to data breaches and operational failures. Managed solutions with strong encryption and continuous monitoring are emerging as key to overcoming these challenges. For insights and solutions, join the discussion with Fortra’s...
Source: The New Stack
Alex Wilhelm

Why CPUs still matter in the age of AI agents

2026-06-03 18:54
In the evolving landscape of AI, CPUs are gaining renewed significance alongside GPUs and TPUs. Experts Bhumik Patel from Arm and Mo Farhat from Google emphasize that as AI shifts from chatbots to autonomous agents, CPUs are crucial for orchestrating tasks and managing memory. These agents require secure environments to execute code, leading to solutions like Google’s gVisor, which isolates potentially unsafe code. This shift highlights the importance of CPUs in handling complex workloads...
Source: The New Stack
Frederic Lardinois

Rayfin: Microsoft’s answer to the gap between vibe coding and enterprise production

2026-06-02 19:46
🚀 Microsoft has introduced Rayfin, an open-source SDK and CLI aimed at bridging the gap between vibe coding and enterprise production. Rayfin allows developers to define application backends entirely in code, simplifying deployment to Microsoft Fabric. This ensures applications are secure and compliant right from the start, eliminating manual infrastructure configurations. 🔒 Replit is the exclusive launch partner, utilizing Rayfin to streamline backend definition and deployment. This...
Source: The New Stack
Darryl K. Taft

Microsoft bets the enterprise AI race will be won on data context, not model power

2026-06-02 19:40
Microsoft recently highlighted at its Build 2026 conference that the key challenge in enterprise AI is now data context, rather than model power. The company introduced Microsoft Fabric, aimed at improving AI's understanding of organizational workflows. Key announcements included Azure HorizonDB, a new PostgreSQL-compatible database designed for AI-scale workloads. HorizonDB offers elastic storage and integrated AI capabilities, streamlining the development of agent-powered applications....
Source: The New Stack
Darryl K. Taft

“A successful attack could be catastrophic”: Anthropic gives more groups access to Claude Mythos

2026-06-02 18:51
Anthropic has raised concerns about the potential dangers of a successful attack on their codebase, warning it could impact over 100 million people and affect global security. ⚠️ In response, they are expanding Project Glasswing, allowing around 150 new organizations secure access to Claude Mythos Preview, their advanced AI model. 🤖 This model has already identified thousands of vulnerabilities, highlighting the need for responsible usage in cybersecurity. 🔍 #AI #Cybersecurity...
Source: The New Stack
Adrian Bridgwater

How GitHub plans to win developers back

2026-06-02 17:56
GitHub has faced significant challenges over the past year, with frequent outages affecting key functionalities like search and CI/CD pipelines. 🚧 In an interview, COO Kyle Daigle highlighted the unprecedented growth in developer activity, prompting the need for drastic scaling efforts. GitHub is adapting to handle up to 30 times more commits and pull requests. 📈 To address this, the platform is migrating to Microsoft’s Azure cloud and enhancing its infrastructure. 🌐 #GitHub...
Source: The New Stack
Frederic Lardinois

Microsoft really, really, really wants developers to love Windows again

2026-06-02 17:56
🚀 At the recent Build developer conference, Microsoft unveiled new features aimed at enhancing the developer experience on Windows 11. The standout addition is a default dark mode, along with a streamlined OS that minimizes distractions. Over 30 settings are optimized for developers to improve workflow and productivity. 🖥️ Jatinder Mann from Microsoft emphasized the importance of listening to developer feedback to create a fast, distraction-free environment. The new configuration also...
Source: The New Stack
Frederic Lardinois

With Intelligent Terminal, Microsoft is reinventing the Windows terminal

2026-06-02 17:56
Microsoft is set to transform the Windows terminal with its new **Intelligent Terminal** feature. This innovative tool aims to integrate coding agents like GitHub Copilot directly into the terminal, enhancing the developer experience. Instead of switching between windows to troubleshoot errors, developers can interact with their agents within the terminal itself. The Intelligent Terminal recognizes errors and provides suggestions with just a click. Customization options allow developers to...
Source: The New Stack
Frederic Lardinois

Microsoft debuts “Scout” at Build, a new personal agent for work

2026-06-02 17:56
🚀 At Microsoft Build, the company introduced Microsoft Scout, a new personal agent designed to enhance work efficiency. Scout uses existing tools like Teams and Outlook to understand workflows and handle routine tasks proactively, such as resolving scheduling conflicts and preparing for meetings. Currently available for Frontier customers, further details and a broader rollout will follow. Microsoft emphasizes the need for agents that reflect how users operate in their work environments....
Source: The New Stack
Meredith Shubel

OpenAI’s Codex adds new tools — Sites, Annotations, more plugins — for knowledge workers

2026-06-02 16:00
🚀 OpenAI has announced that 20% of Codex's 5 million weekly users are now knowledge workers. To cater to this growing audience, new features have been introduced, including Sites and Annotations, along with specialized plugins. 🖥️ **Sites** allows users to create and share interactive websites tailored to their work. 📝 **Annotations** enables users to edit specific document sections directly within Codex. These updates aim to enhance workplace productivity and collaboration. #OpenAI #Codex...
Source: The New Stack
Frederic Lardinois

GitHub Copilot’s usage-based billing is live: Here’s what you need to know

2026-06-02 15:07
🚀 GitHub has launched a new usage-based billing system for Copilot, officially retiring the premium request model. Now, payments are linked directly to usage with a token-based system. Each plan offers GitHub AI Credits based on token consumption, which includes input and output data. 💡 Prices remain the same, but Pro users get $15 in credits, while Pro+ users receive $70 monthly. This change aims to adapt to the evolving costs of AI infrastructure. #GitHub #Copilot #AIBilling #TechNews...
Source: The New Stack
Paul Sawers

OpenAI, Anthropic, Google, Amazon, and xAI all fail on type of attack, study finds

2026-06-01 21:01
Recent research by Cisco reveals that AI safety benchmarks may not accurately assess model performance. The study evaluated 15 models from OpenAI, Anthropic, Google, Amazon, and xAI. Key findings show that all models struggled in multi-turn attacks, with success rates varying significantly. Single-turn assessments do not reliably predict multi-turn resilience, highlighting a critical gap in current evaluation methods. Interestingly, while Anthropic's Claude family performed best in multi-turn...
Source: The New Stack
Darryl K. Taft

JetBrains open-sources Mellum2 to go where Claude Code can’t

2026-06-01 20:47
🚀 JetBrains has open-sourced Mellum2, a 12B-parameter coding model designed for agentic AI infrastructure tasks. This model expands on the original Mellum, which focused solely on code completion. Mellum2 is versatile, handling coordination, retrieval pipelines, and on-premises deployment needs. Two variants also launch with Mellum2: an “instruct” version for direct answers and a “thinking” version for complex tasks. Built with a Mixture-of-Experts architecture, it maintains speed and...
Source: The New Stack
Paul Sawers