Articles from Source: The-New-Stack

Only 27% of Organizations Have Full-Stack Observability, Says Report

2025-09-19 17:00
📊 A recent report from New Relic reveals that only 27% of organizations achieve full-stack observability. Over the last two years, the number of observability tools used has decreased from six to 4.4 per organization. Nearly 75% of respondents reported lacking a comprehensive view of their systems. Tool sprawl remains a significant challenge, with 29% citing too many monitoring tools as a barrier. Interestingly, organizations without full-stack observability face more frequent high-impact...
Source: The New Stack
Heather Joslyn

10 MCP Servers for Frontend Developers

2025-09-19 15:00
🚀 Exciting advancements in frontend development are here with the rise of MCP servers! MCP, an open standard from Anthropic, allows AI models to interact with external data. This offers developers enhanced tools within their IDEs for better documentation and support. Among the ten MCP servers highlighted, the Canva MCP Server simplifies app creation and ensures design compliance. The Dart MCP Server enables AI agents to manage workspace data and client projects efficiently. Stay updated on...
Source: The New Stack
Loraine Lawson

5 Factors for Predictable Autonomy With Agentic AI

2025-09-19 14:00
Discover the key factors for establishing predictable autonomy in agentic AI. This article outlines five crucial elements using a fictional auto-shop chain as an example. 🔍 **Narrow Context**: Focus on specific data relevant to tasks to enhance AI performance. 🛠️ **Simple Tools**: Provide clear access to data without overwhelming the AI model. The insights aim to streamline operations and maximize return on investment in AI projects. #AgenticAI #AI #Automation #BusinessStrategy #TechInnovation
Source: The New Stack
Brian Friedman

Six Frameworks for Efficient LLM Inferencing

2025-09-19 13:00
Explore the latest advancements in Large Language Model (LLM) inferencing! 🚀 The article discusses six frameworks designed for efficient inferencing, focusing on low latency and high throughput. Key players include vLLM, Hugging Face TGI, and SGLang, each offering unique features for scaling and performance. 🔍 vLLM enhances memory management with PagedAttention, while Hugging Face TGI supports enterprise-level orchestration. SGLang provides programmable control for complex workflows. Discover...
Source: The New Stack
Janakiram MSV

Java 25: Oracle Makes Java Easier To Learn, Ready for AI Development

2025-09-18 23:00
🚀 Java 25 has arrived, making programming more accessible for beginners! 🖥️ Oracle's latest update introduces JEP 512, which simplifies the traditional structure of Java programs. New users can now write their first code without the complex syntax previously required. This change aims to provide a smoother learning experience while still allowing for program growth. System and IT administrators can also benefit by writing simpler scripts. #Java25 #Programming #TechNews #AI #LearningToCode
Source: The New Stack
Darryl K. Taft

Friday vs. Midweek: When’s the Best Day to Deploy?

2025-09-18 22:00
Choosing the right day to deploy software involves various factors. 🖥️ DevOps experts share insights on this topic. Some suggest avoiding Friday for production deployments due to potential outages over the weekend. 🗓️ Midweek is preferred for minimizing user impact, while non-production deployments can happen any day. A solid deployment process and rollback plan are essential for success. Fast feedback cycles also play a role in timing decisions. 🔄 #DevOps #SoftwareDeployment #TechInsights...
Source: The New Stack
Joanna Wyganowska

Spec-Driven Development: The Key to Scalable AI Agents

2025-09-18 18:00
🛠️ Spec-driven development is changing the landscape of programming. Sean Grove from OpenAI highlights that effective communication and clear specifications are now key skills for programmers. As AI simplifies code generation, the real challenge lies in understanding what to build and ensuring it meets intended goals. 📊 Spec-driven development emphasizes writing specifications before coding, providing AI agents with a structured guide to ensure clarity and direction in their tasks. This...
Source: The New Stack
Ankit Jain

Chrome Switches on AI: The Future of Browsing Begins Now

2025-09-18 17:00
🚀 Google has begun rolling out AI features in its Chrome browser, starting with Mac and Windows users in the US. 🌐 The new Gemini integration includes AI Mode from the address bar, connections to Google apps, and an ability to ask questions about web pages. 📱 These features will extend to Android and iOS soon, with plans for "agentic capabilities" that allow AI to perform tasks on users' behalf. 💬 Parisa Tabriz, Chrome's GM, emphasized the shift toward a more proactive browsing experience....
Source: The New Stack
Richard MacManus

Zencoder Lets Developers Bring Their CLI Coding Agent of Choice To Its Platform

2025-09-18 16:30
🚀 Zencoder is evolving! The platform now allows developers to integrate their preferred CLI coding agents, like OpenAI’s Codex and Anthropic’s Claude, into its environment. This shift enables users to utilize familiar tools while Zencoder focuses on enhancing other development processes, such as testing and code consistency. For more details, see how Zencoder is transforming coding workflows! 💻✨ #Zencoder #Coding #Developers #AI #TechInnovation
Source: The New Stack
Frederic Lardinois

The Cautionary Tale of the Browser Wars and Why Business Transformations Often Fail

2025-09-18 16:00
Business transformations are frequent, but many fail, wasting trillions annually. A historical example is the Browser Wars, where Netscape lost market share to Internet Explorer due to a complete rewrite of their browser, losing valuable knowledge in the process. This emphasizes the importance of understanding existing systems before making drastic changes, a principle known as "Chesterton's Fence." Before removing or overhauling, it's vital to recognize the reasons behind existing...
Source: The New Stack
Steve Fenton

Docker Containers That Could Be Essential for Your Small Business

2025-09-18 14:00
Discover how Docker containers can streamline operations for your small business! 🚀 This article highlights the benefits of using containers for tasks like deployment, management, and backups. It suggests several essential containers, including: 1. **Nextcloud** - A self-hosted cloud solution that offers storage, calendars, and more. Ideal for those looking to move away from big-name services. ☁️ 2. **Invoice Ninja** - A user-friendly invoicing tool that simplifies billing with customizable...
Source: The New Stack
Jack Wallen

How AI Changes Developer Portfolios

2025-09-18 13:00
🌐 During the hiring process, Greg Fuller from Skillsoft/Codecademy emphasizes the importance of using AI in developer portfolios. He believes that modern software development requires AI tools. 📄 Portfolios remain vital, especially for junior developers, showcasing adaptability and the use of AI in projects. Fuller advises candidates to explain their AI usage and the technologies involved. 💻 Sean C. Davis from Netlify notes that while portfolios are still relevant, AI tools may shift their...
Source: The New Stack
Loraine Lawson

4 Reasons Agentic AI Is Failing

2025-09-17 19:00
🌐 Businesses are increasingly adopting AI agents to enhance productivity and streamline tasks. However, successful implementation can be challenging. Key reasons for failure include: 1️⃣ Unrealistic expectations about AI capabilities. 2️⃣ Poor prioritization of use cases. Understanding these factors is essential for effective deployment. #AIAgents #BusinessProductivity #TechTrends #AIImplementation #DigitalTransformation
Source: The New Stack
Derek Ashmore

Stop Chasing Low-Stakes Incidents: Let AI Do It

2025-09-17 18:00
🔧 Incident management engineers face overwhelming workloads, often addressing low-priority incidents that divert their attention from critical issues. This can lead to delays during major incidents and impact revenue. 🌐 Implementing AI and automation can help reduce manual tasks, allowing teams to focus on high-priority incidents. Understanding the categorization of incidents, from P1 to P5, is essential for effective management. 💡 By leveraging these technologies, organizations can improve...
Source: The New Stack
Mandi Walls

How InfluxDB 3 Brings Processing Directly Into the Database

2025-09-17 17:00
InfluxDB 3 transforms database capabilities by integrating intelligence and processing directly into its architecture. With a Python-powered Processing Engine, it enables real-time analytics and active data analysis, moving beyond simple storage. This allows users to monitor complex systems and execute actions instantly. Implementing this at the edge reduces overhead, enhancing efficiency and minimizing points of failure. #InfluxDB #DataAnalytics #RealTimeProcessing #EdgeComputing #AI
Source: The New Stack
Jelani Harper

A Guide To Fluent Bit’s Health Check API Endpoints

2025-09-17 17:00
Explore the capabilities of Fluent Bit and its Health Check API Endpoints! 📊 This guide details how to implement health checks for containers and Kubernetes pods. It emphasizes the importance of responding to health probes to ensure application stability. A typical healthy response includes an HTTP status code of 200. Learn how to enable a web server in Fluent Bit for effective monitoring. #FluentBit #Kubernetes #HealthCheck #Monitoring #Observability
Source: The New Stack
Phil Wilkins

New Python CLI Tool Catches MCP Server Issues Before Agents Do

2025-09-17 16:00
🚀 Introducing Microsoft Research's MCP Interviewer! This new open-source Python CLI tool helps developers maintain Model Context Protocol (MCP) servers. It identifies potential issues before they impact AI agents. Key features include: - Constraint Checking to ensure compliance - Functional Testing with LLM agents - In-depth reporting for usability and performance MCP Interviewer supports effective collaboration between diverse AI agents. #MicrosoftResearch #MCPInterviewer #AI #OpenSource...
Source: The New Stack
Steven J. Vaughan-Nichols

AI Code Generation’s Unexpected Costs for Dev Teams

2025-09-17 15:00
Recent research reveals that AI coding tools may not enhance developer productivity as expected. According to METR, developers take 19% longer when using these tools, despite believing they are more efficient. A significant 76% of developers must refactor AI-generated code due to issues like inaccuracies and poor quality, impacting overall productivity. To address these challenges, join the webinar on Oct. 9, 2025, featuring experts discussing ways to overcome bottlenecks in engineering...
Source: The New Stack
Vicki Walker

Getting Started With Elixir and Phoenix, a JS Alternative

2025-09-17 13:00
Discover Elixir, a web development alternative to JavaScript that offers faster development and lower costs. 🚀 Developed by Josè Valim in 2011, Elixir runs on the Erlang VM, excelling in concurrency and fault-tolerance. Its Phoenix framework is ideal for building apps needing thousands of simultaneous connections, like chat apps and live dashboards. However, for projects requiring rich client-side interactivity, JavaScript remains a strong option. While my initial experience with Elixir and...
Source: The New Stack
Jessica Wachtel

The Hidden Costs of Rushing Open Source Upgrades

2025-09-16 21:00
🚨 The latest Open Source Security and Risk Analysis Report (OSSRA) reveals significant challenges in managing open source components. 🔍 With 97% of scanned codebases containing these components, many organizations face risks from transitive dependencies, often unaware of their usage. 📉 Nearly 86% of codebases have vulnerable components, while 91% are using outdated packages. This poses security threats and operational burdens for teams. Understanding and managing these risks is essential for...
Source: The New Stack
Artem Karasev

Agent-Infused MongoDB Tackles Application Modernization

2025-09-16 20:00
🚀 MongoDB has launched its new Application Modernization Platform (AMP) to help businesses modernize legacy applications into scalable services. AMP offers tools for code analysis, conversion, testing, and data migration, supporting various legacy technologies like Oracle and SQL Server. The platform aims to enhance enterprise applications with modern AI techniques and includes a team of experts for user support. This approach may significantly benefit industries like finance and FinTech....
Source: The New Stack
Jelani Harper

MetalBear’s Mirrord Gives AI Agents a Staging Environment To Test Their Code

2025-09-16 16:30
MetalBear’s Mirrord is enhancing the way developers test Kubernetes applications. It allows coding directly against a staging environment by intercepting local processes, eliminating the need for local setups. This streamlines the testing process, especially as AI coding agents increase the volume of code to be tested. Mirrord addresses the challenge of integration testing and reduces friction in the development cycle, which is crucial for rapid iteration in today’s competitive landscape....
Source: The New Stack
Frederic Lardinois

Why the Edge Isn’t Just ‘Cloud Computing, But Closer’

2025-09-16 16:00
The article explores the evolution of enterprise software, highlighting five significant shifts over 30 years, including agile practices and cloud adoption. It emphasizes that containerization at the edge mirrors these shifts, enabling faster deployment and real-time data processing. The edge poses unique challenges, such as limited IT staff, physical constraints, security issues, and connectivity problems. Understanding these factors is crucial for effective deployment. 🌐💻🔧📊 #EdgeComputing...
Source: The New Stack
Charles Humble

Using Agent in the Middle To Ride Herd on Wayward AI

2025-09-16 15:30
Development teams face pressure to adopt AI agents, but concerns about their unpredictable behavior and potential risks are rising. Ilya Sutskever from OpenAI warns that these agents could become "ticking time bombs," highlighting the need for better security measures. Eve Security aims to address these challenges with their agent-in-the-loop technology, which monitors agent actions while minimizing false alerts. CISOs express concerns about connecting AI to sensitive systems, emphasizing the...
Source: The New Stack
Susan Hall

Internal Developer Portal vs. Platform: What’s the Difference?

2025-09-16 15:00
Navigating the complex landscape of DevOps and cloud-native technologies can be challenging for developers. This article explores the roles of Internal Developer Platforms (IDPs) and developer portals. IDPs streamline software development by integrating tools and automating workflows. They simplify deployment and reduce cognitive load, enabling developers to focus on coding. In contrast, developer portals serve as user-friendly interfaces, centralizing access to resources and documentation....
Source: The New Stack
Dario Esposito

Solving 3 Enterprise AI Problems Developers Face

2025-09-15 18:00
🔍 A recent Stack Overflow survey reveals that 24% of developers feel happy at work, an increase from 20% last year. 📈 Interestingly, 78.5% of developers are now using AI tools regularly, although trust in AI-generated outputs is declining. 🛠️ Jody Bailey from Stack Overflow notes that better AI tools could enable more people to innovate and solve user problems effectively. #DeveloperSurvey #AI #TechTrends #Innovation #StackOverflow
Source: The New Stack
Loraine Lawson

OpenAI Launches a New GPT-5 Model for Its Codex Coding Agent

2025-09-15 17:00
🚀 OpenAI has launched a major update to Codex, introducing GPT-5-Codex optimized for coding tasks. This update includes a rebuilt Codex CLI, new IDE extensions for tools like VS Code, and GitHub integration for code reviews. Access is available for ChatGPT Plus, Pro, Business, Edu, and Enterprise users with varying usage limits. Notably, GPT-5-Codex features a self-contained router and can operate autonomously on complex problems for extended periods. It aims to enhance coding efficiency...
Source: The New Stack
Frederic Lardinois

15 Best Practices for Building MCP Servers in Production

2025-09-15 16:00
The article discusses the evolving landscape of generative AI in 2025, focusing on the Model Context Protocol (MCP) as a standard for AI integration in enterprises. It outlines 15 best practices for developing MCP servers, emphasizing clear server boundaries, stateless design, and appropriate transport methods. Key points include the importance of idempotent tool design and robust security measures. For those involved in AI development, these practices aim to enhance system interactions and...
Source: The New Stack
Janakiram MSV

Why Agentic AI Orchestration Is Key To Managing AI Complexity

2025-09-15 15:00
Orkes has emerged as a significant player in AI orchestration, integrating data and microservices into one platform. 🤖 The founders emphasize that agentic AI orchestration is crucial for managing complex AI workflows. This approach enables organizations to build and scale AI agents effectively. Originally created for Netflix Conductor, Orkes now supports long-running workflows, maintaining state better than many frameworks. 🌐 Learn more about how Orkes is shaping the future of AI...
Source: The New Stack
B. Cameron Gain

How To Build Agentic AI That Ships

2025-09-15 14:00
🚀 Building successful AI requires understanding common pitfalls. Recent reports show a 95% failure rate in enterprise AI rollouts, not due to technology itself, but from integration challenges. Only 5% achieve their revenue targets by leveraging AI effectively. Key reasons for failure include: assuming technology is complete, underestimating organizational complexity, and pursuing unworthy use cases. Addressing these issues is crucial for navigating the AI landscape. #AI #TechIntegration...
Source: The New Stack
Brian Friedman

Agentic AI Is Key To Preventing Costly AI Hallucinations

2025-09-14 16:00
AI hallucinations can lead to significant risks for businesses, with inaccuracies affecting efficiency and trust. A recent study shows these inaccuracies occur between 0.7% and 29.9% of the time, depending on the AI model used. An example highlights how a manufacturer faced issues when their AI assistant provided incorrect troubleshooting advice due to gaps in its knowledge base. To combat this, the team developed enhanced checks and validation processes, leading to improved accuracy and...
Source: The New Stack
Niranjan Krishnan

Meet the 11-Year-Old Whose Code Was Adopted by a Gaming Giant

2025-09-14 13:00
🌟 Meet Damir Buldakov, an 11-year-old programmer from Vietnam making waves in the tech world! He developed a Scratch language extension for Playgama, a gaming platform with over 300 million users. This connection allows young coders to share their projects globally. Damir emphasizes that age isn't a barrier to knowledge and hopes to inspire other kids to pursue their coding dreams. 💻✨ #YoungCoders #TechInnovation #Programming #Inspiration #Gaming
Source: The New Stack
David Cassel

Your AI Prompts Are Programming the Future So Use Them Wisely

2025-09-13 17:00
🤖 Every interaction with AI shapes its future. The article emphasizes the need for a more compassionate approach in our exchanges. AI systems learn from feedback much like children do. Instead of criticism, we should encourage growth through constructive responses. This shift in mindset can lead to better AI interactions and outputs. Let's treat AI as a learning partner rather than a flawed tool. 🛠️💡 #ArtificialIntelligence #GrowthMindset #TechEthics #AIInteractions #DigitalLearning
Source: The New Stack
Alison Irvine, PhD

Warp Code Gets Closer to an Emacs for the Modern AI Era

2025-09-13 15:00
🚀 Warp Code is evolving as a modern terminal, integrating LLM capabilities to enhance productivity. With a redesigned UI in Rust, it offers efficient tools like file views and search options. The latest features include enhanced terminal commands and agent profiles for better coding experiences. Explore how Warp is moving closer to an all-in-one solution for developers. #WarpCode #TerminalTools #AIIntegration #Coding #DevCommunity
Source: The New Stack
David Eastman

How to Self-Host Your Notes With Trilium and Docker

2025-09-13 14:00
Looking for a reliable notes app without third-party dependence? 📝 The article explores using Trilium and Docker for self-hosted note-taking. It highlights Trilium's features like a tree structure, WYSIWYG editor, note versioning, and strong encryption. While there’s no official mobile app, it works well on Linux and macOS within a home network. Setup involves installing Docker and deploying the server with a simple command. Learn more about optimizing your note-taking experience! 🔧💻...
Source: The New Stack
Jack Wallen

18 Popular npm Packages Compromised in Attack

2025-09-13 13:00
🚨 Aikido Security has uncovered a serious security breach involving 18 popular npm packages, which have been compromised to include malicious code. These packages, with over 2 billion downloads weekly, can silently intercept crypto and web3 activities, directing funds to attacker-controlled accounts. Key affected packages include chalk, debug, and supports-color. For developers using these tools, it's crucial to check for updates and security patches. #CyberSecurity #npm #Malware...
Source: The New Stack
Loraine Lawson

ServiceNow Says Windsurf Gave Its Engineers a 10% Productivity Boost

2025-09-12 20:00
ServiceNow's CTO, Pat Casey, shared insights on the company's unique approach to infrastructure. Unlike many firms, 90% of ServiceNow's workloads run on their own physical hardware. This strategy allows effective management of their AI infrastructure. The switch from GitHub Copilot to Windsurf has improved developer productivity by 10%. Casey emphasized the importance of reliable infrastructure for AI tasks. 🌐💻 #ServiceNow #AI #Productivity #TechNews #Infrastructure
Source: The New Stack
Frederic Lardinois

Your APIs Are Costing More Than You Think

2025-09-12 17:00
APIs play a crucial role in modern software, but their costs can be hidden within complex cloud bills and inefficient practices. Traditional cost monitoring often fails to identify the true drivers of API spend. Steve Rodda from Ambassador highlights issues with historical analysis, which can delay necessary actions for months. To optimize costs effectively, organizations need to shift towards continuous, automated monitoring that connects technical details to business value. #APICosts...
Source: The New Stack
Saqib Jan

Research: eBPF Not Always a ‘Silver Bullet’ for Network Apps

2025-09-12 16:30
A recent research paper raises questions about eBPF's effectiveness for network applications. 📊 Published in the Proceedings of the ACM on Networking, the study reveals that eBPF does not always enhance performance and can sometimes hinder application speed. Researchers conducted benchmarks to assess its impact, finding mixed results. While eBPF is used for various network functions, its benefits depend on the amount of logic offloaded. In some instances, it even slows down applications....
Source: The New Stack
Joab Jackson

OpenSSF Experts Weigh in on CISA’s SBOM Minimum Elements Update

2025-09-12 16:00
Experts from OpenSSF highlight the need for an update to CISA's guidance on software bills of materials (SBOMs). Josh Bressers and Michael Lieberman emphasize the importance of clarity in SBOMs to ensure software safety, citing examples from industries like automotive and healthcare. The draft revision is open for public comment until October 3. Your feedback is crucial! 🛠️🔍 #SBOM #SoftwareSecurity #OpenSSF #CISA #TechUpdate
Source: The New Stack
Susan Hall