2026-02-23 12:00
The article discusses recent advancements in AI coding agents, emphasizing their code-generation capabilities. While many organizations have improved these agents, productivity gains remain limited due to manual workflows and human bottlenecks. Companies like Stripe and OpenAI highlight that the quality of agent output relies heavily on effective feedback loops. A strategy shift towards "harness engineering" can empower agents to self-validate their work, enhancing their autonomy and...
Source: The New Stack
Arjun Iyer
2026-02-22 16:00
Organizations are heavily investing in AI, with some allocating up to 8% of their revenue. However, a recent report reveals that only 1% of companies feel "mature" in AI usage. Despite faster code generation, delivery efficiency is declining. Developers face bottlenecks during deployment, with 74% struggling to scale AI value. Many report their leaders don’t grasp the challenges they encounter. While AI helps with routine tasks, it doesn't address the broader complexities of development. #AI...
Source: The New Stack
Charlotte Fleming
2026-02-22 15:00
🚀 Cloudflare has launched "Markdown for Agents," a new feature that converts web pages from HTML to Markdown on demand. This innovation helps reduce token usage by up to 80%, making interactions with AI agents more efficient. For example, a typical HTML page could weigh 16,180 tokens, while its Markdown version only uses 3,150 tokens. The feature is activated by sending an Accept: text/markdown header, allowing AI tools like Claude Code to benefit immediately. Future updates will enable site...
Source: The New Stack
Steven J. Vaughan-Nichols
2026-02-22 14:00
Unlock the power of WebAssembly (Wasm) for heavy computational tasks in JavaScript! 🚀 This tutorial dives into using Wasm for processing large CSV files, comparing its performance with JavaScript. Key insights include using Rust for better safety and interoperability. Prepare your environment with Node.js, Python, and Rust before starting your CSV processing app. #WebAssembly #JavaScript #Rust #DataProcessing #CodingTutorial
Source: The New Stack
Jessica Wachtel
2026-02-21 16:00
Kubernetes 1.35 introduces significant updates for stateful workloads. The In-Place Pod Resize feature is now generally available, allowing Vertical Pod Autoscaling (VPA) to adjust running pods without eviction. This enhances the management of long-running applications. 🚀 In the article, a tutorial guides you through installing VPA on Minikube, deploying a sample app, and enabling in-place resizing while observing resource adjustments in real time. For effective use, ensure you have Minikube,...
Source: The New Stack
Janakiram MSV
2026-02-21 15:05
🚀 Exciting updates in the AI landscape this week! Roadmap.sh launched the Claude Code roadmap, designed to assist users in navigating AI-assisted coding. This guide covers essential topics for enhancing coding skills and productivity. In an interview, machine learning engineer Stephanie Kirmer shared insights on how LLMs are changing work dynamics, though she warns of inflated investment expectations in the AI sector. A recent study highlights that organizations benefitting from AI are those...
Source: The New Stack
Matthew Burns
2026-02-21 14:00
The recent article discusses the evolving landscape of the Model Context Protocol (MCP) following a conference in London. Developers are addressing challenges in connecting large language models (LLMs) with tools, leading to interest in solutions like "Secure MCP Gateways." Despite its potential, MCP has faced significant hurdles, including security concerns. The distinction between tools and skills in MCP is blurred, raising questions about its future direction. As MCP continues to develop,...
Source: The New Stack
David Eastman
2026-02-20 21:00
🚀 Red Hat has launched the Red Hat build of Podman Desktop, aimed at providing an enterprise solution for container management. This desktop app integrates closely with OpenShift and Red Hat Enterprise Linux, making container workflows more accessible for corporate developers. Podman Desktop offers a user-friendly interface for managing containers, images, and Kubernetes, and is currently in technical preview for qualified customers. With official support, users gain access to security fixes...
Source: The New Stack
Steven J. Vaughan-Nichols
2026-02-20 19:00
Gavriel Cohen developed NanoClaw, a lightweight alternative to OpenClaw, in response to security concerns. 🛡️ He found flaws in OpenClaw's code, including excessive dependencies and lack of isolation between agents. This prompted him to create a more secure solution with minimal code. Cohen aims to make programming more accessible, especially for non-technical users. 💻✨ #NanoClaw #OpenSource #Cybersecurity #Programming #Innovation
Source: The New Stack
Frederic Lardinois
2026-02-20 18:05
🚀 The landscape of software development has changed significantly in recent months. A recent survey revealed that 96% of developers do not fully trust AI-generated code, leading to increased manual checks and validation efforts. This has created "toil," as teams spend about 24% of their work week on this. To improve AI's role in development, organizations should shift focus from speed to impact, implement governed AI frameworks, and automate verification processes. This will help developers...
Source: The New Stack
Manish Kapur
2026-02-20 17:29
Big tech is giving away AI agent frameworks, reminiscent of the container orchestration wars. 🤖 While developers now face many choices, such as LangGraph and Google ADK, the real competition lies in who controls the runtime after selecting a framework. Hyperscalers are not just offering features; they aim to funnel users into paid inference and deployment services. #AI #TechTrends #BigTech #Frameworks #Innovation
Source: The New Stack
Janakiram MSV
2026-02-20 13:00
The reliance on multiple "purpose-built" databases is changing as businesses seek better data management for AI integration. Experts highlight that modern operational data platforms can address key challenges such as scaling costs, optimizing data for quick responses, and managing complexity from disparate systems. These platforms are essential for enhancing performance and ensuring data privacy and compliance in AI-driven environments. #DataManagement #AI #EnterpriseInnovation...
Source: The New Stack
Tim Rottach
2026-02-19 23:31
🎶 In a recent episode of The New Stack Makers podcast, Michael Beemer and Andrew Norris discussed how feature flagging is essential in the AI era. They emphasized its role as a "safety net" for developers managing AI-generated code. Norris described the integration of DevCycle's feature flags into Dynatrace's platform as providing a "360-degree view" of software performance. This helps teams address bugs and maintain quality amidst rapid AI development. Beemer also highlighted the importance...
Source: The New Stack
TNS Staff
2026-02-19 23:00
Looking for a way to manage Podman containers easily? Podman Desktop is a new GUI app designed for users transitioning from Docker. It offers a dashboard for managing containers, Kubernetes support, and more. 🖥️ Available for Linux, macOS, and Windows, Podman Desktop is free and user-friendly. Installation varies by OS, with Flatpak recommended for Linux users. Explore the full capabilities of Podman with this helpful tool! 🚀 #Podman #Containers #OpenSource #TechTools #DevOps
Source: The New Stack
Jack Wallen
2026-02-19 21:46
High-profile IT incidents are on the rise, with downtime costing large enterprises between $100,000 and $249,999 per hour. This figure doesn't account for customer churn or the burden on incident responders. To address modern IT complexities, ITOps leaders must shift towards AI and automation. Traditional methods are no longer sufficient, leading to slower response times and increased burnout. Four key methods to modernize incident management include automating repetitive tasks and deploying...
Source: The New Stack
Ariel Russo
2026-02-19 21:31
AI is transforming how security vulnerabilities are discovered. With the help of autonomous AI tools, like XBOW, vulnerabilities are found faster and on a larger scale. In just 90 days, XBOW identified over 1,060 vulnerabilities, showcasing the efficiency of AI in application security. Companies like JPMorgan Chase are also leveraging AI for threat modeling, enhancing their security frameworks and enabling developers to address vulnerabilities effectively. #CyberSecurity #AI...
Source: The New Stack
Josh Lemos
2026-02-19 21:06
LLMs are transforming engineering tasks, from creating React components to handling SQL queries. However, they can produce errors that go unnoticed, especially with databases. While a faulty React component is obvious, an SQL query might run successfully yet yield incorrect results. This can lead to significant issues when decisions are based on flawed data. Analysis shows many queries execute without errors but still return incorrect information, highlighting the need for careful validation....
Source: The New Stack
Alasdair Brown
2026-02-19 20:47
Identity management in enterprise IT has evolved significantly. Previously, identity meant simple usernames and passwords. Now, it includes a diverse range of entities like contractors, machines, and APIs, expanding the identity surface and attack vectors. This shift has led to identity sprawl and increased security risks, making credential misuse a common threat. Recent breaches highlight the importance of effective identity management as a defense mechanism. #IdentityManagement...
Source: The New Stack
Jay Reddy
2026-02-19 19:46
🚀 Google has launched its Gemini 3.1 Pro model, showing improvements in solving complex problems compared to previous versions. 🧠 While it excels in reasoning benchmarks, it underperformed in real-world task evaluations. For coding tasks, it competes well against other models. 💰 Pricing remains the same at $2/$12 per million tokens. #Google #AI #GeminiPro #TechNews #ArtificialIntelligence
Source: The New Stack
Frederic Lardinois
2026-02-19 19:00
🚀 Twilio has introduced the open-source Agent-2-Human (A2H) protocol. This framework aims to enhance how AI agents communicate with humans. The A2H protocol allows agents to focus on what they need from humans, while managing the handoff efficiently. It also tracks interactions, creating a reliable audit trail. 📊 Twilio emphasizes the importance of human judgment in decision-making, ensuring that the technology eases the communication process without adding complexity for developers. #Twilio...
Source: The New Stack
Frederic Lardinois
2026-02-19 18:00
Prometheus and OpenTelemetry have resolved previous compatibility issues, enhancing their integration for better observability. 🛠️ Prometheus continues to excel in metrics for Kubernetes, while OpenTelemetry now complements it with tracing and logs. Recent discussions at OTel Unplugged EU highlighted improvements, particularly Prometheus' support for UTF-8, easing integration challenges. 🌐 This collaboration aims to reduce complexity for users, creating a more streamlined approach to...
Source: The New Stack
B. Cameron Gain
2026-02-18 23:53
🔍 Anthropic has clarified its policies regarding the use of Claude accounts for personal AI agents like OpenClaw and NanoClaw. Recent updates indicate that using OAuth tokens across different products violates their terms. Developers are advised to use API keys for services interacting with Claude's capabilities. Despite concerns in the community, Anthropic reassures users that existing account usage remains unchanged and encourages experimentation. #AI #Claude #Anthropic #TechNews #Innovation
Source: The New Stack
Frederic Lardinois
2026-02-18 20:36
AI is reshaping code development, but without a strong framework, it may lead to technical debt. Matthias Steiner from Syntax argues for **spec-driven development**, which integrates AI across all phases of the software lifecycle. A functional specification acts as a guide for generating consistent designs and code. While vibe coding has its place in early development, it lacks the structure needed for enterprise software longevity. 🌐💻 #AIDevelopment #SoftwareEngineering #TechTrends #Innovation
Source: The New Stack
Darryl K. Taft
2026-02-18 16:54
On-call work is essential for IT operations teams, but rising complexity and pressure can lead to burnout. Increased workloads can slow incident management and affect team performance. To combat this, organizations can create balanced on-call schedules that prioritize employee well-being alongside operational needs. AI can assist, but a human-centered approach is key. Guiding principles for sustainable on-call scheduling include clear ownership of incidents and reducing cognitive load. A...
Source: The New Stack
Cristina Dias
2026-02-18 13:00
AI agents are transforming the software industry, leveraging large language models (LLMs) to enhance data-driven decision-making and streamline workflows. However, early AI coding agents struggled due to a lack of context. To address this, agentic knowledge bases have emerged, providing necessary institutional data and tools for improved performance. These knowledge bases are often tailored for specific uses rather than a centralized product, promoting accountability within organizations....
Source: The New Stack
Bill Doerrfeld
2026-02-17 23:00
Managing Docker containers can be challenging, especially when using the Docker run command. While it's simple, it has limitations such as lengthy commands and difficulty in editing them. Migrating to docker-compose can simplify this process by allowing you to build containers from a .yaml file. For those who prefer a user-friendly interface, a web-based tool called Dockge is available. Dockge is a self-hosted manager that streamlines the handling of Docker compose files. The installation...
Source: The New Stack
Jack Wallen
2026-02-17 21:13
Transitioning from Colab notebooks to production-ready AI applications requires significant infrastructure changes. 🖥️ This process involves moving from fixed dependencies to a responsive system that handles high-traffic workloads efficiently. Key components include Kubernetes for container management, Ray for task execution, and a Feature Store for data integration. Monitoring GPU performance and model health is also crucial. This architecture supports sustained workloads and can reduce...
Source: The New Stack
Emmanuel Akita
2026-02-17 19:53
AI is rapidly transforming software development, but Thoughtworks CTO Rachel Laycock raises important questions about its impact. She emphasizes that AI serves as an amplifier, reflecting both strengths and weaknesses in our software pipelines. Without established best practices, this acceleration could lead to increased technical debt. As AI opens doors for more individuals to engage in tech, it’s crucial to ensure quality and security in software. The industry must address the balance...
Source: The New Stack
Jennifer Riggins
2026-02-17 18:00
📢 Anthropic has launched Claude Sonnet 4.6, a new AI model priced significantly lower than its flagship Opus 4.6. The Sonnet 4.6 model aims to perform at a similar level to Opus across various tasks, with notable improvements in coding and office tasks. Benchmarks indicate it outperforms older models and rivals like Google’s Gemini 3 Pro. Developers report that it is less prone to overengineering solutions and hallucinations. Additionally, the model supports context compaction for extended...
Source: The New Stack
Frederic Lardinois
2026-02-17 17:37
The API landscape is complex, with many organizations struggling to adapt to new standards while managing legacy systems. Kin Lane highlights that instead of migrating, businesses accumulate layers of integration standards, creating a challenging environment for innovation. He points out that competing API standards often arise from vendor influences and reflect historical development trends. Understanding this API sediment is crucial for effective AI strategy. 🌐📊 #API #TechTrends #Innovation...
Source: The New Stack
Charles Humble
2026-02-16 15:00
🌐 Installing packages globally can create conflicts between projects. A practical solution is using Python virtual environments to maintain isolation. 🔍 Each virtual environment acts as a self-contained workspace, allowing projects to have their own dependencies without affecting others. This approach enhances reliability and makes projects easier to manage. 💻 The tutorial guides you through setting up two virtual environments within a single project. #Python #VirtualEnvironments...
Source: The New Stack
Jessica Wachtel
2026-02-15 18:00
At FOSDEM 2026, Daniel Stenberg, creator of cURL, discussed the dual impact of AI on open source. He highlighted the rise of low-quality AI-generated security reports that overwhelm maintainers, leading him to halt cURL's bug bounty program. These reports often lack verification and can mislead teams. While AI can uncover serious bugs, the current trend of fabricated reports is draining resources from security teams. #OpenSource #AI #Cybersecurity #FOSDEM #cURL
Source: The New Stack
Steven J. Vaughan-Nichols
2026-02-15 15:00
Recent findings from Snyk engineers reveal significant security flaws in the OpenClaw marketplace, ClawHub. Over 7% of agent skills expose sensitive credentials, including API keys and passwords, through improper handling of secrets. 🔐 Deno’s new Sandbox offers a potential solution by providing isolated environments for running untrusted code securely, reducing risks of system compromise. For more details on the vulnerabilities and solutions, check out the full article! #CyberSecurity...
Source: The New Stack
David Eastman
2026-02-14 16:00
Discover HackerOS, a versatile Linux distribution designed for regular users, gamers, and cybersecurity enthusiasts. Based on Debian, it features KDE Plasma and offers different editions for various user needs. Key highlights include improved performance options and essential apps, though some common software is missing. Explore the unique terminal experience with ZSH and find the right version for you! 🖥️🔍🎮 #HackerOS #Linux #Cybersecurity #Gaming #TechNews
Source: The New Stack
Jack Wallen
2026-02-14 15:00
🚀 Arcjet has officially launched v1.0 of its JavaScript SDK, transitioning from beta to a stable, production-ready API. This upgrade integrates AI security into every request, enhancing features like attack detection, bot detection, and data redaction. The focus on stability is key, with only three breaking changes introduced over two years of testing. Thousands of developers are already using the SDK, marking a significant step forward in ensuring security is a priority in development....
Source: The New Stack
Darryl K. Taft
2026-02-13 14:00
🚀 GitHub introduces Agentic Workflows, integrating “continuous AI” into the CI/CD process. This innovation allows agents to monitor GitHub repositories and execute workflows based on events like new issues. Eddie Aftandilian from GitHub Next highlights its role in enhancing developer tasks without replacing existing CI/CD tools. Key use cases include automated status reports, issue triaging, and documentation alignment. Explore how Agentic Workflows can streamline your development process!...
Source: The New Stack
Frederic Lardinois
2026-02-13 14:00
The race for effective AI deployment is intensifying, but 40% of AI projects may be canceled by 2027. 🚨 Organizations face three main crises: 1️⃣ **Sustainable Velocity**: Many are moving quickly but not effectively, leading to retractions in AI initiatives. 2️⃣ **Fragmentation Tax**: Disconnected systems are causing financial losses, making it hard to track and monetize AI efforts. 3️⃣ **Unified Strategy**: Success requires addressing these issues together, not in isolation. #AI #TechTrends...
Source: The New Stack
Alex Drag
2026-02-13 13:00
AI agents are transforming businesses, but effective deployment requires access to organized, context-rich data. 📊 Unsorted data presents major challenges, making it crucial for enterprises to implement specialized search technologies to locate relevant information quickly. 🔍 Diverse data types, from documents to images, must be integrated for AI agents to function effectively. Ensuring accuracy is key, as even small errors can lead to significant failures. 🚀 #AI #DataManagement...
Source: The New Stack
Todd R. Weiss
2026-02-13 00:11
Dynatrace is evolving as it expands its observability platform to support autonomous operations and security. In a recent interview, Chief Technology Strategist Alois Reitbauer discusses the role of agentic AI in managing production environments. He emphasizes that AI should not directly modify source code but can change configurations safely using feature flags. This approach acts as a safety mechanism, allowing AI to make quicker decisions while maintaining control over critical changes....
Source: The New Stack
Nick Lucchesi
2026-02-12 22:57
📈 The latest TIOBE Index shows Python still leads as the most popular programming language, but specialized languages like R and Perl are gaining traction. 📊 R has re-entered the top 10, ranking 8th, while Perl has made a comeback to 11th place. Despite Python's decline to 21.81%, its lead remains substantial. 🔍 Analysts note that measuring popularity varies across different indexes. #Programming #DataScience #Python #TIOBE #RLanguage
Source: The New Stack
Darryl K. Taft