Articles from Source: The-New-Stack

Nx debuts Polygraph, taking aim at what’s stalling AI coding agents

2026-06-23 16:30
🚀 Nx has launched Polygraph, a new service that connects multiple repositories into a "synthetic monorepo." This aims to enhance the capabilities of AI coding agents, which often struggle when changes involve multiple repositories. Co-founders Victor Savkin and Jeff Cross, former Google engineers, highlight that while AI can speed up coding, its effectiveness decreases in larger organizations due to coordination needs. Polygraph is currently in early access and free to use. It creates a...
Source: The New Stack
Frederic Lardinois

AI can write the code. Your team still owns the debt.

2026-06-23 16:00
AI is changing the software development landscape, primarily by increasing coding speed. However, this speed comes with challenges in code verification and control. As AI generates code faster, the technical debt landscape is shifting. The costs associated with detecting issues are rising, creating pressure on teams to verify and review AI-generated code. Interestingly, Gartner predicts that architectural debt will make up 80% of technical debt by 2027, highlighting the need for better...
Source: The New Stack
Robert Curlee

GitLab just surveyed 1,500 developers. Here’s why it matters for your codebase.

2026-06-23 15:00
🚀 GitLab's recent survey of over 1,500 developers highlights key insights into AI-assisted software development. 📈 60% of respondents report that AI coding tools have exceeded their ROI expectations, with 78% seeing faster code writing and committing. However, speed without control can lead to significant issues. 🔍 Only 21% experience productivity gains beyond just code generation, indicating a need for better governance. Many organizations adopted AI tools quickly, but 80% say they haven’t...
Source: The New Stack
Manav Khurana

Can DNS become the basis for AI agent identity?

2026-06-23 13:00
The Linux Foundation is set to launch the Agent Name Service (ANS), an open standard aimed at giving AI agents verifiable identities linked to the internet's DNS. 🌐 Originally conceived in a 2025 research paper, ANS has evolved to function as a universal directory, allowing agents to demonstrate domain control through established protocols. 🔐 In addition to ANS, the DNS-AID standard will handle agent discovery, enabling agents to publish their endpoints as DNS records. This initiative is...
Source: The New Stack
Frederic Lardinois

Cursor quietly acquires Continue, an open-source alternative to GitHub Copilot

2026-06-22 19:48
Cursor has acquired Continue, an open-source coding assistant, amid ongoing consolidation in AI developer tools. This acquisition aligns with SpaceX's recent $60 billion investment in Cursor. The terms of the deal remain undisclosed, but Continue has announced that its service will be discontinued, and users must export their data by July 15. Industry insights suggest that while GitHub Copilot dominates the market, opportunities for innovation in coding agents still exist. #AI #TechNews...
Source: The New Stack
Paul Sawers

Qodo just shipped cross-repo review. Here’s why it matters for AI-flooded teams.

2026-06-22 19:42
🚀 Qodo has introduced cross-repo review capabilities to help software teams manage the complexities of multi-repository environments. As AI-generated code increases, traditional review processes are struggling to keep pace, leading to potential issues across interconnected repositories. Itamar Friedman, Qodo's CEO, highlights that larger pull requests are taking longer to review and may introduce more bugs. The new features aim to enhance governance and maintain control within engineering...
Source: The New Stack
Adrian Bridgwater

A public Sentry key is all it takes to hijack Claude Code, Cursor, and Codex

2026-06-21 17:00
🚨 A recent report from Tenet Security highlights a vulnerability known as "agentjacking." This attack exploits a public Sentry key to turn AI coding agents like Claude Code, Cursor, and Codex into code-execution engines on developers' machines. The process involves sending a fake error report that the AI agent interprets as an instruction, making it act without any malware or stolen passwords. This security flaw stems from the design of Sentry's Data Source Name (DSN), which is safe for human...
Source: The New Stack
Janakiram MSV

Your agent wants to search like a 2010 quant

2026-06-21 16:00
AI agents require the right information to function effectively. Their success hinges on how well they can retrieve this information, especially as models advance. The evolution of AI search has moved from simple vector databases to hybrid search methods, which improved results significantly. Despite this progress, challenges remain, especially in understanding user intent. With new innovations like Perplexity's "search as code," the landscape may be shifting again, allowing agents to perform...
Source: The New Stack
Jon Bratseth

“An agent is an LLM and a harness”: What Nvidia really thinks about OpenClaw

2026-06-21 15:00
Nvidia's CEO, Jenson Huang, embraces OpenClaw, reflecting a bold vision for the future of AI. Nader Khalil, Director of Developer Technologies, explains that an "agent" combines a large language model (LLM) and a harness, emphasizing the importance of iterative learning loops. Khalil highlights the evolution of AI tools, praising OpenAI's innovations like memory features in ChatGPT, which enhance user experience. Nvidia is focused on skills development through its CUDA X library to support...
Source: The New Stack
David Eastman

Gemini CLI vs. Antigravity: What works, not the spec sheet

2026-06-20 16:00
Google has officially decommissioned its Gemini CLI, the open-source terminal tool, replacing it with Antigravity CLI, a closed-source alternative. As of June 18, Gemini CLI has stopped serving requests, impacting personal accounts without a grace period. The new Antigravity CLI aims to be snappier and supports multiple agents for complex tasks. Testing revealed issues with Gemini CLI, including persistent 503 errors that consumed free credits during the evaluation. Users might need to enable...
Source: The New Stack
Jessica Wachtel

Backporting bug fixes is dead, Project Valkey now sends in the bots

2026-06-20 14:21
🚀 Project Valkey has released version 9.1, introducing new functionalities and improvements in security and performance. What’s notable is the use of an AI agent to handle bug fixes, which streamlines the process and reduces manual effort. This innovation allows maintainers to focus on core engineering tasks, enhancing overall project efficiency. #ProjectValkey #AIinTech #OpenSource #SoftwareDevelopment #TechInnovation
Source: The New Stack
Adrian Bridgwater

Losing Fable made the best case yet for AI models you can run yourself

2026-06-20 10:30
Losing Fable has sparked conversations about the importance of AI models that users can run themselves. After its launch, Fable was taken offline due to a U.S. government directive, highlighting that access does not equal ownership. This situation reinforces the value of open-weight models like Z.ai's GLM-5.2, which users can download and operate independently. With impressive demo results, GLM-5.2 is gaining attention as a strong alternative, especially for coding tasks. #AI #OpenSource...
Source: The New Stack
Matthew Burns

“Time to clean up human slop”: Why AI now reviews code better than your teammate.

2026-06-19 17:30
AI is now taking a more prominent role in code review processes, leading to discussions about its effectiveness compared to human reviewers. Avital Tamir from Groundcover highlights that human errors, termed "human slop," occur more frequently than those by AI. This raises questions about the traditional peer review model and its efficiency. Tamir advocates for a shift in how teams approach code reviews, emphasizing that AI can enhance reliability in identifying errors. #AICodeReview...
Source: The New Stack
Adrian Bridgwater

Checkmarx’s new SAST engine isn’t about the LLM. It’s about what happens after.

2026-06-19 16:00
Checkmarx has introduced a new SAST engine that stands out by combining three components: a deterministic rules-based scanner, an LLM trained on security data, and a Findings Analysis Engine (FAE) for classifying results. This approach claims a higher F1 score of 0.499, outperforming a leading frontier model in tests. The emphasis is on orchestration, where these engines work together seamlessly, improving efficiency for development teams. Checkmarx aims to address the limitations of both...
Source: The New Stack
Darryl K. Taft

“I think this is costing us more than we realize”: what permissionless ownership really asks of you

2026-06-19 14:30
Many people hesitate to voice concerns because speaking up changes their relationship to the issue. This internal negotiation often prevents them from raising their hand. The article discusses "permissionless ownership," where individuals take initiative to address gaps without waiting for formal assignments. It emphasizes the importance of context and responsibility in making improvements. This approach shifts the mindset from "someone should fix this" to "I can help fix this," fostering a...
Source: The New Stack
Nicolás Vázquez

Anthropic overhauled Claude Design to fix the handoff. A designer and an engineer disagree on whether it worked.

2026-06-19 13:35
🔍 Anthropic has announced a significant update to Claude Design, aiming to enhance the handoff between design and engineering teams. The new version introduces bidirectional integration with Claude Code and improves user experience based on feedback, addressing token inefficiencies and adding connectors for popular tools like Adobe and Canva. However, some experts, including product designer Alfie Martin, express concerns about the efficiency of the tool, particularly regarding token usage...
Source: The New Stack
Meredith Shubel

Gusto Cofounder: An AI agent that runs payroll, HR, and benefits without waiting to be asked

2026-06-18 20:40
🚀 Gusto has launched Gusto Cofounder, an AI agent designed to manage payroll, HR, and benefits proactively, inspired by co-founder Eddie Kim’s family business experience. Unlike traditional AI assistants, it engages with users like a human co-founder, offering support anytime through text or Slack. This tool is built to securely handle sensitive data while streamlining essential business functions. #GustoCofounder #AI #SmallBusiness #HRTech #Payroll
Source: The New Stack
Adrian Bridgwater

MCP gets its missing enterprise authorization layer

2026-06-18 18:21
The Model Context Protocol (MCP) is enhancing enterprise connectivity for AI tools with a new "Enterprise-Managed Authorization" extension. This allows centralized control over server access through existing identity providers, streamlining the authorization process. Major companies like Anthropic and Microsoft are already implementing this in their applications. 🔐 The new system eliminates the need for repetitive OAuth prompts, ensuring a smoother user experience. Admins can set policies...
Source: The New Stack
Frederic Lardinois

Cursor, GitLab and Zed agree GitHub is breaking. They disagree on how to rebuild it.

2026-06-18 17:32
🚀 Big developments in the AI coding landscape! Cursor has agreed to acquire AI startup Cursor for $60 billion, while unveiling a new Git-compatible platform called Origin at a developer conference. Origin aims to adapt to a future where AI handles most coding tasks. This move highlights growing competition for GitHub, as companies like Graphite are already setting new standards in code review and workflow tools. #AI #Coding #Cursor #GitHub #TechNews
Source: The New Stack
Paul Sawers

Neoclouds, sovereign AI and Postgres: The new operating model for regulated enterprises

2026-06-18 15:00
Enterprises are facing challenges as inference becomes the main focus of AI. 🚀 Data often moves out of secure systems, leading to higher costs and security risks. Research indicates that 95% of organizations aim to build their own AI platforms, yet only 13% have succeeded. Those leading the way prioritize infrastructure strategy over model quality. Successful companies are adopting a sovereign approach, utilizing multiple cloud and on-premises environments tailored to their needs. This shift...
Source: The New Stack
Max Romanenko

The database storage problem is solved. Here’s what comes next.

2026-06-18 14:00
Postgres has long been recognized as a reliable transactional database. It supports critical operations like customer records and financial transactions. Recent innovations focus on reducing data movement rather than just storage. Organizations face challenges with interoperability as data flows between various systems, creating complexity and potential inconsistencies. As businesses enhance their analytical and AI capabilities, they seek seamless integration with their existing Postgres...
Source: The New Stack
Craig Kerstiens

Fable 5 ban: 4 open models responded before Anthropic could restore access

2026-06-18 13:34
On June 12, the U.S. government ordered Anthropic to suspend their AI models, Fable 5 and Mythos 5, impacting all foreign nationals. Anthropic complied, halting access worldwide. In response, several open-weight coding models emerged as alternatives for enterprises outside the U.S. Notably, Cohere, Moonshot, and Zhipu released new models during this period, providing users with quick options. This situation highlights the importance of having multiple sourcing strategies in AI development, as...
Source: The New Stack
Janakiram MSV

Your AI pipeline is broken, and your dashboards don’t know it

2026-06-18 13:00
🚨 A recent incident highlighted the challenges of debugging AI systems. A corporate client's RAG pipeline produced false financial recommendations without alerting users. 🔍 It took three days to identify that a small prompt change caused the model to ignore context. Unlike traditional software, AI debugging lacks clear error messages and root causes. To adapt, we need to rethink our debugging approach for generative AI. #AIDebugging #GenerativeAI #TechChallenges #AI #DataIntegrity
Source: The New Stack
Emmanuel Akita

“A data lake of nuance for AI agents to swim in”: AWS Context gets shipshape on reasoning

2026-06-17 18:00
📊 AI thrives on context, not just data volume. AWS has introduced AWS Context to enhance AI reasoning by mapping relationships within existing data into a knowledge graph. 🔍 This service allows AI agents to access essential data relationships and business rules in real-time. 🌐 Mai-Lan Tomsen Bukovec explains that this approach mirrors human decision-making, relying on comprehensive context for better outcomes. #AI #AWS #DataAnalytics #KnowledgeGraph #DigitalTransformation
Source: The New Stack
Adrian Bridgwater

Kiro goes mobile: AWS brings agentic coding supervision to the iPhone

2026-06-17 17:00
🚀 AWS has launched a native iOS app for Kiro, its AI-powered development environment. This app allows developers to monitor and approve coding sessions directly from their phones. 📱 Announced at the AWS New York Summit, it enables developers to start sessions, review changes, and manage tasks while on the go. The app supports three modes: Chat, Spec, and Autonomous, ensuring flexibility in workflows. 🌐 Kiro Mobile keeps developers connected without requiring them to be at their desks,...
Source: The New Stack
Darryl K. Taft

Vercel launches eve, an open-source framework that treats agents as directories

2026-06-17 16:59
🚀 Vercel has launched **eve**, an open-source framework for AI agents that treats each agent as a directory of files. This innovative approach simplifies the development process, similar to how Next.js defines web apps. Eve compiles directories into functioning agents, ensuring each session is durable and can resume after interruptions. Security is prioritized with sandboxed environments for agent code. Developers can monitor activities through an observability dashboard featuring...
Source: The New Stack
Frederic Lardinois

How Block manages its fleet of AI coding agents from Slack

2026-06-17 16:01
🚀 Block has developed BuilderBot, an innovative tool that allows engineers to manage AI coding agents directly from Slack. By tagging @builderbot, developers can handle research, planning, and coding in real-time without switching contexts. This tool operates solely on source code, ensuring privacy and efficiency. BuilderBot currently performs over 200,000 operations daily, streamlining workflows and reducing project timelines significantly. Block aims to share insights from this internal...
Source: The New Stack
Frederic Lardinois

Chainguard agent skills matures

2026-06-17 16:00
Chainguard is enhancing AI coding security with a new public registry featuring over 1,000 hardened agent skills. This initiative aims to promote secure practices in the AI agent ecosystem. The updated Agent Skills platform offers both community and private skills, along with a hardening service for tailored security solutions. Chainguard’s system scans for vulnerabilities and employs AI to harden skills, ensuring safety without compromising functionality. Explore the catalog and secure your...
Source: The New Stack
Steven J. Vaughan-Nichols

AWS puts an AI bouncer at the merge queue

2026-06-17 15:00
🚀 AWS is addressing the new bottleneck in software development with its latest updates to the AWS DevOps Agent. These features include a release readiness review and autonomous release testing, designed to ensure code safely reaches production. 🤖 The release readiness review assesses code changes against production requirements and identifies dependency risks, while autonomous testing generates specific test plans for applications. These enhancements aim to keep pace with the surge of AI-...
Source: The New Stack
Darryl K. Taft

“Agents need boring infrastructure around them”: Why we need to take an interest in ‘invisible’ AI

2026-06-17 13:44
AI is becoming integral to enterprise IT, but it's often fragmented and difficult to manage. 🧩 Tailscale's new tool, Aperture, aims to provide structure by offering a stable layer for managing AI across various tools and models. The latest features include a chat interface and universal data connectors. CEO Avery Pennarun emphasizes the importance of creating "boring infrastructure" around AI agents, focusing on identity management and access controls to mitigate risks. 🔒...
Source: The New Stack
Adrian Bridgwater

Google, Microsoft, and OpenAI join forces to help create AI’s missing trust layer

2026-06-17 13:27
Google, Microsoft, and OpenAI have united to establish the Appia Foundation under the Linux Foundation. This initiative aims to create open specifications for AI systems, ensuring they meet trust and compliance standards. With 13 founding members, Appia addresses the need for reliable verification in AI applications. AI currently lacks standardized safety checks, but this foundation seeks to change that. #AItrust #AppiaFoundation #TechCollaboration #LinuxFoundation #Innovation
Source: The New Stack
Paul Sawers

Your AI isn’t broken. Your data is.

2026-06-17 13:00
🚀 Enterprises are investing heavily in AI but often face poor results due to data issues. Clario, a new startup, aims to address this with its innovative platform. 💡 Co-founders Yousuf Khan and Madhu Vohra highlight that over a third of enterprise data is redundant, obsolete, or trivial, which can hinder AI projects. 🔍 Clario connects to existing file systems and identifies problematic data without opening files. It uses a unique workflow to notify users about flagged content, promoting...
Source: The New Stack
Darryl K. Taft

Databricks wants to merge the two databases every company runs

2026-06-16 21:30
Databricks is working to merge the databases used for business operations with those for analysis. At the Data + AI Summit, they introduced the Lake Transactional/Analytical Processing (LTAP) architecture, aiming to streamline data management for AI agents. This approach addresses long-standing challenges in data infrastructure, allowing agents to access both transactional and historical data seamlessly. CEO Ali Ghodsi emphasized that LTAP is a significant advancement that could reshape...
Source: The New Stack
Frederic Lardinois

SpaceX acquires Cursor for $60 billion. Can it fix Musk’s coding division?

2026-06-16 18:30
🚀 SpaceX has announced the acquisition of Anysphere, Inc., the maker of AI coding agent Cursor, for $60 billion. This comes shortly after SpaceX's IPO and is expected to finalize in Q3 2026. 🤝 The partnership began in April, allowing SpaceX to enhance Cursor's model training efforts. This acquisition is seen as a move to gain valuable engineering and AI talent. 🔍 Experts suggest that the focus may be on consolidating elite AI talent as the coding assistant market becomes increasingly...
Source: The New Stack
Meredith Shubel

Why did my AWS bill spike? There’s now an agent for that

2026-06-16 15:15
Amazon Web Services has introduced the AWS FinOps Agent, a new AI tool designed to help manage cloud spending. This agent simplifies the process of analyzing cost spikes by correlating changes with AWS CloudTrail data. It can automatically open Jira tickets or notify teams on Slack, enhancing collaboration on cloud costs. Additionally, it offers natural-language responses to cost inquiries and generates scheduled reports in various formats. The agent operates mostly with read-only...
Source: The New Stack
Darryl K. Taft

The siloed-data era is over. Here’s what comes next for AI agents.

2026-06-16 14:00
The era of siloed data is ending as AI agents evolve. 🚀 With 700 million weekly ChatGPT users, agentic AI is becoming more capable in executing tasks and workflows. According to PwC, 79% of executives report AI adoption, with many seeing productivity gains. 📈 However, challenges persist. An MIT study reveals up to 95% failure rates in enterprise AI projects. High costs and lack of quality data are key issues. 📊 For developers, a new eBook offers guidance on connecting AI agents with trusted...
Source: The New Stack
TNS Staff

Anthropic pauses Claude Agent SDK subscription change on day it was due to take effect

2026-06-16 12:07
🚨 Anthropic has paused a billing change for its Claude Agent SDK that was set to take effect today. This decision comes after a challenging week for the company. On June 9, Anthropic launched Fable 5 and Mythos 5, only to withdraw them due to a US government export control directive. The billing change would have split usage allowances, impacting costs for developers. Now, subscribers can continue using their existing plans without increased fees. #Anthropic #ClaudeSDK #TechNews #Developers #AI
Source: The New Stack
Paul Sawers

The Anthropic Fable mess, explained

2026-06-15 18:24
The Anthropic-Mythos-Fable story has generated significant discussion since last Friday. Here’s a brief overview of the key events. In early 2023, Anthropic clashed with the Department of Defense over AI model usage limits. This led to concerns about its models being labeled as a supply-chain risk. By April, Anthropic launched Mythos, an AI model that identified cybersecurity vulnerabilities. They initiated Project Glasswing to help tech companies strengthen their software. As of June,...
Source: The New Stack
Alex Wilhelm

Cohere sold sovereign AI to enterprises, now it’s targeting developers with its first coding model

2026-06-15 14:54
Cohere, a Canadian foundation model company, is shifting its focus to developers with the launch of North Mini Code, its first coding model. Previously, Cohere catered to banks and healthcare, emphasizing that AI should run on their infrastructure for data security. Now, they're addressing developers' growing concerns about model access and ownership. North Mini Code is designed for complex coding tasks and can run on a single Nvidia H100 GPU, making it practical for self-hosting. Developers...
Source: The New Stack
Paul Sawers

Your AI-generated app runs on their cloud, and that’s the problem

2026-06-15 13:50
The prompt-to-app process has improved significantly, making it easy to create apps with just a description. Tools like Replit, Lovable, and Base44 are gaining attention for this. However, a key issue arises: these apps run on the builder's cloud, not yours. This matters when transitioning from prototype to production. Without control over the environment, visibility, security, and compliance can suffer. The ability to monitor, test, and meet governance requirements becomes challenging. The...
Source: The New Stack
Oluwadamilola Oshungboye