2026-06-25 16:00
Businesses are facing challenges in managing unstructured data like PDFs and audio recordings. Traditional template-based extraction methods are becoming outdated due to the diverse formats of modern documents. 📄🔍 Amazon Bedrock Data Automation (BDA) offers a solution. This generative AI-powered service automates the extraction and transformation of various content types, ensuring faster and more accurate processing. BDA uses Foundation models for intelligent content understanding and allows...
Source: The New Stack
Hafiz Hassan
2026-06-25 15:00
AI costs are increasing, but not just due to more expensive models. A major factor is messy context management in enterprises. 🤖 Context accumulation drives costs as agents repeatedly gather information from multiple sources like GitHub and Jira. This results in high token consumption for queries. 📊 To address this, an experiment was conducted to streamline context retrieval by creating a semantic layer that reduces unnecessary data hops. The goal is to lower costs while maintaining...
Source: The New Stack
Zohar Einy
2026-06-25 14:00
🚀 The Agent Toolkit for AWS has launched, featuring over 20 agent skills designed to enhance your workflow. However, to fully utilize these skills, one crucial file is necessary: the rules file. This file instructs your agent to access skills and resources effectively. Setting up takes just two minutes. Make sure to check the README for complete instructions. 📄💻 #AWSToolkit #AgentSkills #TechTips #CloudComputing #MCP
Source: The New Stack
Esin Saribudak
2026-06-24 20:55
OpenAI has unveiled Jalapeño, its first custom inference accelerator, developed with Broadcom and supported by Celestica. This chip aims to enhance the performance of large language models (LLMs) while making AI faster and more cost-effective. OpenAI is positioning itself to control a greater share of the AI stack. The move reflects a trend among tech giants, as companies like Google and Amazon have also created their own AI chips. 🔍💻🌐 #OpenAI #Jalapeño #AI #TechNews #Innovation
Source: The New Stack
Meredith Shubel
2026-06-24 20:53
🔍 Azul Systems is offering a free vulnerability risk assessment for Java Virtual Machines (JVMs). This tool helps DevOps and SecOps teams identify unpatched JVMs and enhance security before AI-driven threats emerge. The assessment scans networks to find JVM instances and provides a prioritized remediation roadmap, referencing established vulnerability databases. Azul's approach targets its security-only Critical Patch Updates, aiming to minimize risks during Java updates. They claim this...
Source: The New Stack
Darryl K. Taft
2026-06-24 20:51
Anthropic's journey with Claude Fable 5 and Mythos 5 has sparked interest among developers. Joe Cooper, a Texas-based coder, expresses skepticism about Mythos's ability to find complex security bugs. He aims to create a benchmarking service to test Mythos against other models, using his tool, Nelson, for bug hunting. Cooper’s analysis, titled "Will It Mythos?", draws inspiration from a popular YouTube series. He highlights the differences in bug identification across models and mentions that...
Source: The New Stack
Adrian Bridgwater
2026-06-24 20:48
Chainguard has launched its Libraries for Java, addressing unpatched vulnerabilities in legacy Java systems. This solution focuses on the Spring Boot ecosystem, offering backported fixes for critical CVEs across multiple frameworks. With the rise of AI-assisted scanning tools, the security landscape has become more challenging, generating numerous vulnerability reports each month. Many Fortune 500 companies still rely on outdated frameworks, increasing their risk. Chainguard's approach allows...
Source: The New Stack
Darryl K. Taft
2026-06-24 16:37
Organizations are increasingly leveraging AI for infrastructure management, targeting automation and efficiency. 🤖 However, the effectiveness of these AI agents hinges on the quality of infrastructure data. Inaccurate data can lead to serious issues, such as data exposure and system outages. 📉 Many enterprises struggle with fragmented tools, which create gaps in their infrastructure visibility. A unified model of infrastructure is essential for reliable AI operations. Infrastructure...
Source: The New Stack
Doug Sillars
2026-06-24 12:30
Sakana AI recently launched Fugu, a multi-agent orchestration system aimed at enhancing performance while minimizing reliance on single providers. 🤖 Fugu reportedly matches benchmarks set by competitors, breaking tasks into subtasks and routing them across expert agents. However, user feedback is mixed regarding its performance and cost. While positioned as a step towards AI sovereignty, some experts express skepticism about its effectiveness. Fugu's internal logic is based on proprietary...
Source: The New Stack
Meredith Shubel
2026-06-23 20:56
Kubernetes teams rely on automation for deployments but hesitate to automate CPU and memory adjustments. 🤔 A recent survey of 321 practitioners shows that 82% trust automated delivery, yet 71% require human review for resource optimization. The fear stems from the risks involved in altering resource allocations, which can affect application stability. ⚙️ As AI workloads become more common, the need for efficient resource management grows. The cost of manual oversight is increasing, especially...
Source: The New Stack
Yasmin Rajabi
2026-06-23 18:50
🚀 Anthropic has introduced Claude Tag, a new feature that embeds Claude into Slack as a persistent team member. This allows Claude to accumulate knowledge and work asynchronously without constant prompts. Available in beta for Enterprise and Team plan customers, Claude Tag replaces the previous Claude integration. It enhances collaboration by enabling Claude to monitor discussions, flag important information, and follow up on unresolved threads. Each channel has its own Claude, promoting...
Source: The New Stack
Paul Sawers
2026-06-23 17:56
At Microsoft’s Build keynote, CEO Satya Nadella highlighted a shift to agentic AI, showcased by OpenClaw, an open-source project enabling continuous operation of AI agents. OpenClaw connects agents to existing channels, while Hermes Agent focuses on memory for skill enhancement. Both projects aim to refine agent controls, emphasizing different core components. This evolving landscape in AI harness technology is crucial for future developments. 🤖🔗 #AI #OpenSource #TechInnovation #Microsoft...
Source: The New Stack
Janakiram MSV
2026-06-23 17:05
🚀 GitLab's recent AI Accountability Report highlights the challenges developers face with AI-generated code. 91% of organizations now use multiple AI coding tools, boosting coding speed. However, 43% struggle to differentiate between AI and human-written code, raising concerns about control over software quality. Manav Khurana emphasizes the shift in the bottleneck from writing to reviewing code, with 85% of respondents noting increased validation workloads. To address these issues, he...
Source: The New Stack
Adrian Bridgwater
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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