Articles from Source: The-New-Stack

Hugging Face pushes into “computer use” with HoloTab agent that works through your browser

2026-04-16 19:03
Hugging Face has launched HoloTab, a Chrome extension that enables AI models to interact with software through direct interface navigation. This innovative approach allows models to click, type, and perform actions like a human, enhancing automation in daily software use. HoloTab is powered by the Holo3-35B-A3B model and aims to improve multi-step software tasks without relying on specific integrations. This shift in AI capabilities could reshape how we automate routine tasks online. Learn...
Source: The New Stack
Paul Sawers

Who will maintain the web when PHP’s veterans retire?

2026-04-16 18:53
A recent report highlights a growing skills gap in the PHP programming community. The Perforce 2026 PHP Landscape Report reveals that over half of PHP users have more than 15 years of experience, while only 15% are newer developers. This trend raises concerns for organizations seeking skilled PHP talent. Industry experts note that this issue extends beyond PHP, indicating a broader open-source skills shortage that could impact mission-critical applications. The challenge of hiring is becoming...
Source: The New Stack
Darryl K. Taft

Claude Opus 4.7 arrives with better vision, memory, and instruction-following

2026-04-16 17:56
🚀 Exciting news from Anthropic! On Wednesday, they released Claude Opus 4.7, an upgrade to Opus 4.6. This version improves instruction-following, vision, creativity, memory, and finance analysis. It's designed to handle complex tasks more effectively. However, prompts from earlier models may yield unexpected results, so users may need to adjust their writing style. With enhanced memory, Opus 4.7 can now remember and reference previous notes, streamlining user experience. Available across...
Source: The New Stack
Meredith Shubel

OpenAI’s superapp is taking shape as Codex goes beyond coding

2026-04-16 17:00
OpenAI is developing an AI superapp that merges ChatGPT with Codex, Atlas browser, and new enterprise tools. The Codex desktop app is being updated to serve as the foundation for this superapp. 🚀 Since its launch in 2025, Codex has gained significant traction, now boasting 3 million weekly users. It’s designed to enhance both coding and general productivity. 💻 New features include the ability to operate desktop apps in the background, allowing seamless user interaction without interruption....
Source: The New Stack
Frederic Lardinois

Dogfooding and platforms: Spotify’s agentic-first development

2026-04-16 16:55
🚀 Spotify is leading the way in agentic-first development, shifting focus from coding to strategic thinking. Join the upcoming webinar on April 29 to hear insights from Spotify's senior project manager and engineer about this transition. Learn how they are tackling new challenges in software engineering and operations. 📅 Don’t miss out on exploring best practices that could benefit organizations of all sizes! #Spotify #AI #Webinar #TechDevelopment #AgenticAI
Source: The New Stack
Jennifer Riggins

Expo bets big on React Native’s agentic future

2026-04-16 15:37
🚀 Expo is making significant moves in the React Native space by welcoming Seth Webster as their chief developer evangelist. With over six years at Meta, Webster brings valuable insights as Expo aims to simplify mobile app development. The recent $45 million Series B funding will help drive platform adoption and innovation. 🛠️ In an interview, Webster discussed the complexities of React and the growing reliance on additional frameworks to enhance developer experience. #ReactNative...
Source: The New Stack
Paul Sawers

Anthropic lays down identity verification on Claude

2026-04-16 13:21
🔍 Anthropic is introducing a new identity verification layer for its AI, Claude. This measure aims to address specific use cases, though details remain limited. Users may encounter a verification prompt for certain features. This process is part of routine checks to prevent abuse and comply with legal obligations. 📜 The verification will be conducted through Persona Identities, requiring a government-issued photo ID and a live selfie. Accepted IDs include passports and driver's licenses, with...
Source: The New Stack
Adrian Bridgwater

Is Your Internal Platform Ready to Keep Up With AI-Accelerated Development?

2026-04-16 10:07
🚀 Are your internal platforms ready for AI-driven development? Join our online event on April 23 at 10 am PT to explore how an Internal Developer Portal can enhance your delivery infrastructure. Learn strategies for creating a self-service experience that reduces friction and maintains standards. Don't miss out! Register now to secure your spot. 📅💻 #DevOps #ContinuousDelivery #DeveloperExperience #AI #IDP
Source: The New Stack
TNS Staff

A year in, Google wants its Axion processors to feel like a scheduling decision

2026-04-15 22:41
At KubeCon Europe, Google Cloud representatives discussed the impact of their Axion processors on Kubernetes users. They emphasized that transitioning to Arm-based workloads is now straightforward for most containerized applications. The focus is shifting from CPUs to energy efficiency—essentially, “selling watts.” ⚡️ The Axion CPU, built on Arm’s Neoverse platform, offers significant performance and energy savings compared to x86 instances. Additionally, migrating workloads to Axion can be...
Source: The New Stack
Frederic Lardinois

Google Gemini Mac app debuts to end the clunky hunt for browser tabs

2026-04-15 20:13
🚀 Exciting news for Mac users! Google has launched the Gemini app for macOS, enhancing the integration of Google services on Apple devices. This app allows users to access AI assistance without leaving their current applications. With a simple keyboard shortcut, users can share their screen and receive tailored help, whether it’s summarizing complex data or finding specific information. This release aims to improve convenience, making multitasking smoother for Mac users. #GoogleGemini #MacOS...
Source: The New Stack
Adrian Bridgwater

OpenAI’s Agents SDK separates the harness from the compute

2026-04-15 18:48
🚀 OpenAI has unveiled a significant update to its Agents SDK, transforming it into a comprehensive toolbox for deploying agents in production. This upgrade introduces controlled workspaces, allowing developers to separate the agent harness from the compute environment. This separation enhances security and scalability. The SDK now supports various third-party tools and can operate within custom container infrastructures. This is a crucial step in meeting enterprise security needs. #OpenAI...
Source: The New Stack
Frederic Lardinois

Claude Code and the rise of personal software

2026-04-15 17:30
🌟 Claude Code is transforming software development by enabling anyone, not just developers, to create software easily. Since its launch in May 2025, it reached $1 billion in annual revenue by November, and it has doubled that in just a few months. This shift empowers teams in marketing, finance, and sales to build their own solutions. The rise of personal software is evident, with companies increasingly replacing SaaS tools with in-house solutions. A notable example is Taylor Houck, who...
Source: The New Stack
Jessica Wachtel

What engineering leaders get wrong about data stack consolidation

2026-04-15 16:00
IBM's recent $11 billion acquisition of Confluent highlights concerns about data stack consolidation. As open-source tools become integrated into proprietary platforms, engineering teams may lose autonomy over their tech choices. This shift can lead to architectural debt, where custom implementations replace portability, limiting future flexibility. Understanding these dynamics is crucial for engineering leaders navigating the evolving landscape of data infrastructure. #DataConsolidation...
Source: The New Stack
Anil Inamdar

Postgres to Iceberg in 13 minutes: How Supermetal compares to Flink, Kafka Connect, and Spark

2026-04-15 15:00
🚀 Supermetal has introduced Iceberg sink support, showcasing its performance compared to Flink, Kafka Connect, and Spark. In a recent test, Supermetal completed snapshotting from Postgres to Iceberg in just 13 minutes, significantly faster than Flink (90-116 mins), Kafka Connect (120 mins), and Spark (over 3 hours). The focus was on throughput during the snapshotting phase, revealing CDC performance as a key bottleneck for Flink and Kafka Connect. Supermetal's unique approach allows its...
Source: The New Stack
Yaroslav Tkachenko

Cal.com goes private: A security reckoning for open source

2026-04-15 14:25
Cal.com, an open-source startup, has announced it will move its core codebase behind closed doors due to increasing security concerns related to AI advancements. 🤖🔒 The rise of AI systems that can identify software vulnerabilities has prompted this decision. CEO Bailey Pumfleet highlighted that greater code visibility can make systems more susceptible to attacks. 📉⚠️ Founded in 2021, Cal.com aimed to provide an open-source alternative to Calendly, but now emphasizes the need for security...
Source: The New Stack
Paul Sawers

Why “good enough” cloud databases are becoming a business risk

2026-04-15 13:00
🌐 A recent study highlights a growing concern among tech leaders regarding cloud databases. 38% are worried their current systems won't meet future demands, yet many are not taking action until a significant event occurs. This "good enough for now" mindset could pose risks as organizations face unpredictable data growth. 📊 For more insights, check out the report "Is Cloud Database Complacency Affecting Your Business Objectives?" #CloudDatabase #TechTrends #DataManagement #BusinessRisk #AI
Source: The New Stack
Cynthia Dunlop

Agents are rewriting the rules of security. Here’s what engineering needs to know.

2026-04-15 12:00
AI agents are transforming software development by autonomously reading code, writing, editing, and running tests—all from a single prompt. This innovation brings great power but also significant security risks. The National Institute of Standards and Technology (NIST) is studying how to manage these risks, as AI agents can impact real-world systems and may be vulnerable to attacks. Engineering leaders must understand the implications of using these agents on security. Addressing these risks...
Source: The New Stack
Michelle Gill

When AI writes 100K lines of code, QA becomes the whole job

2026-04-15 11:00
🚀 Artur Balabanskyy, head of Tapforce, highlights a key issue in AI-driven development: while AI can produce 100K lines of code quickly, the challenge of quality assurance (QA) remains. The focus has shifted from coding to validating, and many agencies have yet to adapt to this new reality. Balabanskyy’s journey in tech began at age 10, inspired by a desire to recreate his grandmother using AI. His diverse background in engineering and economics shapes his approach to technology as a tool...
Source: The New Stack
John Biggs

Anthropic’s redesigned Claude Code desktop app lets you burn through tokens even faster

2026-04-14 21:43
🚀 Anthropic has launched a redesigned Claude Code desktop app, enhancing the user experience for coding agents. Key updates include a new layout to easily manage active sessions and a side chat feature that maintains context without interrupting ongoing tasks. The app now also features an integrated terminal, an improved diff viewer for larger changes, and an in-app file editor. Users can rearrange panes for a personalized workflow. Claude Code remains available for all paying subscribers and...
Source: The New Stack
Frederic Lardinois

Claude Code can now do your job overnight

2026-04-14 18:56
🚀 Anthropic has introduced a new feature for Claude Code called routines! This allows users to run prompts on a schedule or trigger them via GitHub events and API calls. Routines automate tasks like triaging issues, scanning pull requests, and updating documentation. With routines, Claude Code acts as a background agent, enhancing workflow efficiency. Existing scheduled tasks will transition to routines automatically. Learn more about how this update can streamline your development processes!...
Source: The New Stack
Frederic Lardinois

Spring creator wants Java’s type system to tame agentic AI

2026-04-14 18:49
Rod Johnson, creator of the Spring Framework, has launched a new open-source project, Embabel, aimed at enhancing predictability in enterprise AI applications. 🖥️🚀 Showcased at Microsoft’s JDConf, Embabel is an agentic AI framework for Java, designed to make it easier for Java developers to create AI-driven applications. Johnson believes Java can compete with Python-based frameworks like LangChain and Crew.ai. He sees this as a key step to bridging the gap in the agentic AI space. #AI #Java...
Source: The New Stack
Darryl K. Taft

Claude Mythos Preview completes full cyberattack simulation for the first time

2026-04-14 18:35
The UK-based AI Security Institute (ASI) has evaluated Anthropic’s Claude Mythos Preview, revealing significant advancements in its cybersecurity capabilities. 🔍 This model demonstrated improved performance in capture-the-flag and multi-step cyberattack simulations, raising concerns about its potential misuse by malicious actors for autonomous attacks on vulnerable systems. ⚠️ Anthropic has limited access to this powerful model, granting it only to select organizations as part of Project...
Source: The New Stack
Meredith Shubel

Can you make Kubernetes invisible? Here’s why AWS is on a mission to do it.

2026-04-14 17:52
AWS is on a mission to simplify Kubernetes usage, according to Jesse Butler, principal product manager at AWS Elastic Kubernetes Service. During a discussion at KubeCon + CloudNativeCon Europe 2026, Butler emphasized the importance of community-driven efforts in open-source software development. He highlighted the role of the Cloud Native Computing Foundation (CNCF) in standardizing and supporting these initiatives. Butler noted that while the commercial aspect of open platforms is valid,...
Source: The New Stack
Adrian Bridgwater

Google’s Gemini in Chrome now lets you save prompts as “skills”

2026-04-14 17:00
🚀 Google has introduced a new feature in Gemini for Chrome that allows users to save and reuse AI prompts as “skills.” This feature enables you to bookmark prompts for tasks like substituting ingredients in recipes. It aims to simplify the process of running frequently used prompts. The rollout is available for all Chrome desktop users on Mac, Windows, and ChromeOS, even without a subscription. Saved prompts will sync across devices. 🔍 For users with AI Pro or Ultra subscriptions, prompts can...
Source: The New Stack
Frederic Lardinois

Kumo’s new foundation model replaces months of data science engineering with plain-English queries

2026-04-14 16:01
Kumo has unveiled KumoRFM-2, a new foundation model designed for enterprise relational data. It simplifies predictive tasks by allowing users to query data in plain English without extensive training. This model can scale to over 500 billion rows, streamlining the data science process and eliminating the need for feature engineering. KumoRFM-2 has shown significant improvements in benchmarks compared to previous models. Engineers can easily connect to existing data warehouses and obtain...
Source: The New Stack
Adrian Bridgwater

Beyond the VPN: Cloudflare Mesh builds a private network for the age of AI agents

2026-04-14 15:04
Cloudflare has introduced Cloudflare Mesh, a private networking service aimed at simplifying cloud connectivity for DevOps teams. 🌐 This service unifies multi-cloud environments into a secure framework for users, AI agents, and code, without exposing internal resources to the public internet. 🔒 As AI agents grow in use, traditional access methods like VPNs may pose risks. Cloudflare Mesh offers a solution by ensuring secure access and verified identities for all connections. 🌟 #Cloudflare...
Source: The New Stack
Adrian Bridgwater

From clobbered drafts to real-time sync

2026-04-14 14:00
🚀 A recent article discusses a pivotal moment in the development of Suga, where a lack of real-time sync led to the loss of work due to auto-save conflicts. Two developers, working simultaneously, faced issues when their changes overwrote each other. This highlighted the limitations of a last-write-wins approach. To resolve this, they decided to implement a sync engine for better collaboration, eventually choosing Zero from Rocicorp. This engine allows local writes to sync with a central...
Source: The New Stack
David Moore

Why observability platforms are becoming AI auditing tools

2026-04-14 12:00
AI agents are changing the landscape of observability. As these systems become more autonomous, the challenges of monitoring and auditing them are increasing. Traditional performance monitoring tools are struggling to keep up with the complexity of AI workloads. Observability platforms are evolving to become auditing tools that provide deeper insights into AI operations. Gopal Vogety from HPE OpsRamp highlights the need for tailored management for AI workloads to help teams understand both...
Source: The New Stack
Jennifer Riggins

Cursor, Claude Code, and Codex are merging into one AI coding stack nobody planned

2026-04-12 12:56
The AI coding tool market is evolving in unexpected ways. In April 2026, Cursor released a new interface for managing multiple AI agents, while OpenAI introduced an official plugin for Anthropic’s Claude Code. These tools are now working together, not as competitors, but as complementary layers. This trend resembles how developers utilize various specialized tools in infrastructure, highlighting a shift towards composability in AI coding solutions. #AICoding #SoftwareDevelopment #TechTrends...
Source: The New Stack
Janakiram MSV

HPA-managed workloads: Why the obvious waste stays

2026-04-12 01:51
Kubernetes teams often identify overprovisioning, but many HPA-managed workloads remain unchanged despite clear inefficiencies. As these workloads see real production traffic, teams prioritize stability over optimization. Changes can disrupt scaling behavior, creating uncertainty during critical spikes. The challenge lies not in spotting waste, but in understanding the risks of adjustments. Teams opt to maintain predictable performance rather than risk instability. #Kubernetes #HPA...
Source: The New Stack
Yasmin Rajabi

Karpathy says developers have ‘AI Psychosis.’ Everyone else is next.

2026-04-11 10:10
Andrej Karpathy highlights a growing perception gap around AI, particularly among developers. He describes a phenomenon he calls "AI Psychosis," where developers using advanced AI tools experience profound changes in their work. This impact stems from the intersection of AI capability, fluency, and domain expertise in software development. As AI evolves, similar transformations are expected in fields like law, medicine, and finance. Karpathy's insights suggest that while developers currently...
Source: The New Stack
Matthew Burns

Where are the guardrails everyone promised for AI?

2026-04-10 17:00
Julien Verlaguet, founder of SkipLabs, questions the effectiveness of current AI guardrails. Despite many claims, he finds a lack of real development in this area. Verlaguet is focused on building Skipper, a coding agent designed to enhance AI-assisted development. He emphasizes the need for tools that ensure AI outputs are manageable and deployable. As AI evolves, the demand for faster and more reliable solutions is crucial. Skipper aims to address these challenges without relying solely on...
Source: The New Stack
Darryl K. Taft

How to build an AI-powered private document search app with RAG, ChromaDB, and memory

2026-04-10 16:00
🚀 AI technology is evolving, offering new tools for developers to create custom applications. This article explores building an AI-powered private document search app using RAG, ChromaDB, and memory. It highlights the challenges of efficient data processing in vector databases and the need for unstructured data management. The tutorial guides you through connecting an LLM with LangChain and using ChromaDB for memory storage. Steps include installing necessary Python packages and implementing...
Source: The New Stack
Teri Eyenike

Why data governance is the secret to AI agent success

2026-04-10 15:00
AI is enhancing DevOps, with 70% of IT leaders noting its positive impact. However, weak DevOps practices can lead to amplified issues with AI agents. Data governance is crucial as AI handles more tasks, making it essential to ensure compliance, security, and transparency. Surprisingly, only 39% of organizations have automated audit trails despite 77% trusting AI outputs. Investing in strong governance now is vital for successful AI integration, especially in regulated industries. 🛡️📊🔍...
Source: The New Stack
Rod Cope

PyTorch Foundation Expands AI Stack with Safetensors, ExecuTorch, and Helion

2026-04-09 19:18
📢 Exciting updates from the PyTorch Conference EU in Paris! The PyTorch Foundation has announced three new projects: Safetensors, ExecuTorch, and Helion. These additions enhance the open-source AI landscape, providing a vendor-neutral infrastructure for the entire AI lifecycle. Safetensors, developed by Hugging Face, focuses on secure model distribution, reducing security risks in model sharing. ExecuTorch aims to improve on-demand inference capabilities, supporting developers in their AI...
Source: The New Stack
Meredith Shubel

OpenAI’s new $100 tier targets developers hitting Codex (and Claude Code) limits

2026-04-09 18:30
🚀 OpenAI has launched a new $100/month ChatGPT Pro tier aimed at Codex users. This plan offers developers 5x more Codex usage than the $20/month Plus tier. 📈 With over 3 million active users, Codex has seen significant growth recently. The new tier also includes access to Pro models and early access to experimental features. 🔄 This move aligns with Anthropic’s offerings, which also provide similar tiered plans for coding tools. OpenAI emphasizes that Codex delivers more coding capacity per...
Source: The New Stack
Frederic Lardinois

Replit taps RevenueCat to help vibe-coders make money

2026-04-09 18:30
Replit has partnered with RevenueCat to simplify monetization for developers using its platform. 🎉 As app creation becomes easier through AI-assisted tools, turning those apps into revenue remains a challenge. This integration allows users to add subscription features effortlessly using simple prompts. Replit aims to embed monetization into the app development process, making it a seamless part of creation. 💻💰 #Replit #RevenueCat #AppDevelopment #Monetization #VibeCoding
Source: The New Stack
Paul Sawers

Anthropic takes Claude Cowork out of preview and straight into the enterprise

2026-04-09 17:59
🚀 Anthropic has launched Claude Cowork for general availability, allowing non-developers to delegate tasks to a Claude-based agent. This tool, now part of all paid Claude plans, enhances user experience by supporting workflows with text documents and spreadsheets. Key features for enterprises include role-based access controls and usage analytics, addressing governance needs. A new Zoom connector also helps streamline meeting summaries and action items. #ClaudeCowork #Anthropic #AI...
Source: The New Stack
Frederic Lardinois

AWS wants to register your AI agents

2026-04-09 17:30
🚀 AWS has introduced the AWS Agent Registry, a new service to help businesses discover, share, and reuse AI agents across teams. This registry is part of AWS AgentCore, supporting agents from various providers, not just AWS. It aims to enhance visibility into the agent landscape, addressing challenges posed by decentralized AI governance. With the registry, developers can easily search for existing capabilities instead of duplicating work, thus streamlining the development process. Governance...
Source: The New Stack
Frederic Lardinois

The next stages of AI conformance in the cloud-native, open-source world

2026-04-09 17:05
AI model deployment on Kubernetes has been inconsistent across cloud providers due to various technical challenges. As organizations move from labs to production, standardization is becoming crucial. The Cloud Native Computing Foundation (CNCF) has launched a Kubernetes AI conformance program to address this issue, enhancing portability and production readiness. Industry experts predict a shift towards inference workloads dominating AI compute power by 2026. Major cloud providers are already...
Source: The New Stack
Jennifer Riggins