2026-01-13 16:00
🔍 The frontend landscape is evolving beyond trends. In 2026, teams prioritize performance, maintenance costs, and adaptability. React has become essential, focusing on understanding its mature ecosystem rather than chasing new features. It's a key hiring signal, emphasizing depth over breadth in knowledge. Vue, meanwhile, is known for its clean and maintainable approach, reinforcing good coding habits with predictable codebases. #FrontendDevelopment #React #Vue #WebDevelopment...
Source: The New Stack
Alexander T. Williams
2026-01-13 14:00
🚀 Google has introduced the Universal Commerce Protocol (UCP), an open standard aimed at improving AI-driven shopping experiences. This protocol allows seamless purchases across its platforms, minimizing integration hassles for retailers. 🛒 Endorsed by major companies like Shopify and Walmart, UCP aims to streamline the shopping journey from discovery to checkout. It supports conversational queries, letting users buy directly within the same interface using Google Pay, with PayPal support...
Source: The New Stack
Steven J. Vaughan-Nichols
2026-01-12 22:00
Generative AI has transformed software development, with 72% of developers now using AI coding tools daily. 🚀 However, as the reliance on AI grows, a verification bottleneck has emerged. The code generation rate is increasing, but trust in AI-generated code is low, with 96% of developers expressing skepticism about its correctness. ⚠️ This gap in trust and verification could impact productivity as developers struggle to keep pace with AI's speed. #SoftwareDevelopment #AIVerification...
Source: The New Stack
Anirban Chatterjee
2026-01-12 21:00
🚀 If you're involved in AI applications, you're likely noticing significant changes in compliance requirements. Recent enterprise security questionnaires now include AI-specific sections, and RFPs demand model cards and evaluation reports. By March, federal agencies will require these documents as part of the procurement process. 📅 Upcoming regulations from the EU and states like California and Colorado will also shape the landscape in 2026. Understanding this evolving compliance stack is...
Source: The New Stack
Ian Webster
2026-01-12 20:00
🌐 Understanding your API landscape is crucial for successful AI integration. Kin Lane, co-founder of Naftiko, emphasizes that APIs should reflect core business functions, not just resources. He notes that the effectiveness of AI in organizations depends heavily on their API maturity. Lane suggests a four-step approach to map your API landscape, addressing gaps between knowledge and capability. This ensures AI agents can operate effectively without oversharing sensitive data. #APIs #AI...
Source: The New Stack
Charles Humble
2026-01-12 19:00
On Monday, an analytics team discovered an issue: transaction volumes surged by 4,700% over the weekend. 🚀 The root cause? Their data pipeline processed the same data 47 times due to a bug in the retry logic. After investigating, they found that fallback mechanisms created a loop, repeatedly reprocessing Saturday's transactions instead of moving forward. 🔄 This incident highlights the importance of thorough testing and monitoring in data systems. 🛠️ #DataAnalytics #DataPipeline #TechIssues...
Source: The New Stack
Pradeep Kalluri
2026-01-12 18:49
HashiCorp's license change for Terraform from MPL 2.0 to BSL sparked significant backlash, leading to the creation of OpenTofu as a fully open-source alternative. This shift has prompted discussions on protecting open source technologies from commercialization by cloud providers. The impact of commercial forking on open source maintainers raises concerns about revenue loss and increased maintenance burdens. With 96% of organizations using open source, the trend of cloud providers profiting...
Source: The New Stack
Tobie Morgan Hitchcock
2026-01-12 18:00
Unlock the power of AI in code refactoring! 🤖✨ Traditional methods limited developers to fixed transforms within IDEs. Now, AI-assisted IDEs with Model Context Protocol (MCP) support can learn from before and after examples, enabling creative code transformations. One example shows how LLMs efficiently clean up XMLUI apps without needing explicit support. By recognizing patterns, they simplify the refactoring process and help reduce code repetition. Explore how LLMs can enhance your coding...
Source: The New Stack
Jon Udell
2026-01-12 17:00
Scaling GitOps can lead to challenges, often referred to as the "Argo ceiling." 🚧 As Argo CD instances multiply, visibility and governance can suffer. Teams often rely on custom scripts, diverting attention from core projects. To address this, a centralized GitOps control plane can enhance management while retaining familiar tools. Join the free webinar on Jan. 20 to learn actionable strategies for effective scaling! 📅 #GitOps #DevOps #Webinar #ArgoCD #Kubernetes
Source: The New Stack
Vicki Walker
2026-01-12 14:00
🚀 A new mobile SDK from DataSapien is making waves in on-device AI development! This tool supports both iOS and Android, streamlining the process with a low-code interface. Developers can easily embed small language models and access thousands of machine learning models. The SDK boasts a 20MB download size, alongside a personal data storage feature called the “MeData” vault. Discover more about this innovative approach to AI! #OnDeviceAI #LowCodeDevelopment #DataSapien #MachineLearning...
Source: The New Stack
Richard MacManus
2026-01-11 18:00
Navigating the use of GenAI in software development requires careful consideration. The article outlines a four-dimensional decision framework for architects and developers. Key factors include: - **Reasoning vs. Logic**: Identify if tasks need adaptive interpretation or predictable rules. - **Data Type**: Assess whether inputs are structured or unstructured. - **Scalability Profile**: Consider the expected volume and cost per execution. - **Task Complexity**: Evaluate the number of edge...
Source: The New Stack
Venkata Karumuri
2026-01-11 15:00
Agent builders are discovering that simpler is often better. A recent project by Vercel revealed that giving agents basic Unix tools, like a BASH shell, can lead to superior results. Stripping down complex systems to core functionalities can enhance accuracy and ease of management. This aligns with the Unix philosophy of simplicity and modularity. #TechInnovation #AgentBuilders #UnixPhilosophy #AI #BASH
Source: The New Stack
Joab Jackson
2026-01-11 14:00
🚀 Exciting developments are on the horizon for Python in 2026! Key topics discussed include the potential introduction of a type server protocol and performance boosts through "lazy" imports. There is also a possibility of improvements in Python agent frameworks. A recent podcast featured insights from Python core developers on trends from 2025 and what to expect next. They highlighted advancements in tools that simplify running Python code, enhancing user experience. Stay tuned for more...
Source: The New Stack
David Cassel
2026-01-10 18:00
Enterprises using large language models (LLMs) face challenges like high infrastructure costs, unpredictable response times, and limited auditability. A promising solution involves combining small language models (SLMs) with retrieval-augmented generation (RAG). SLMs are efficient and cost-effective, while RAG enhances output accuracy and traceability. This architecture allows for modular AI systems, making it easier to manage compliance and operational risks. It's a practical approach for...
Source: The New Stack
Syed Danish Ali
2026-01-10 16:00
Large Language Models (LLMs) show a strong preference for Python in code generation, according to a recent study. This bias raises questions about the diversity of programming languages being utilized. While Python remains dominant, the study highlights that LLMs often favor established libraries over potentially better alternatives. However, using Chain of Thought prompting can reduce this bias. As open source models gain traction, they may influence LLMs to adopt a broader range of...
Source: The New Stack
David Eastman
2026-01-10 15:00
Discover Manjaro, an Arch Linux-based distribution designed for ease of use! 🌟 Unlike traditional Arch, Manjaro features a user-friendly installation process with a GUI. Users can choose their preferred office suite during setup and utilize the Pamac GUI for easy application management. Key features include rolling releases, multiple desktop environments, and excellent hardware detection. Manjaro simplifies Linux for everyone! 💻 #Manjaro #Linux #OpenSource #TechForAll #UserFriendly
Source: The New Stack
Jack Wallen
2026-01-10 14:00
📘 Excited to share insights from my new ebook, "AI for the Enterprise: The Playbook for Developing and Scaling Your AI Strategy." This resource guides leaders on crafting and executing a cross-organizational AI strategy while measuring its impact. It covers practical AI applications and breaking down data silos. The book encourages cross-functional discussions, making it a great choice for team book clubs. Questions included help translate theory into actionable plans. Start the conversation...
Source: The New Stack
Jennifer Riggins
2026-01-10 13:00
🚀 Postman has acquired Fern, enhancing its API platform with open source documentation and SDK products. This acquisition aims to improve developer experiences by providing customizable documentation and production-ready SDKs in multiple programming languages. Postman believes that great documentation is vital for API adoption. #Postman #APIDevelopment #OpenSource #DeveloperExperience #SDKs
Source: The New Stack
Loraine Lawson
2026-01-09 20:00
In the rush to adopt AI, many organizations are struggling to apply crucial lessons from DevOps and DevSecOps. This has led to a "wait and see" approach, resulting in what is termed "AI blind spot debt." ⚠️ This debt accumulates unnoticed as AI usage expands beyond data science teams to all employees, creating a fragmented ecosystem. Security risks grow as unvetted models and APIs are used without proper oversight. 🔍 Organizations face challenges in managing governance for various AI assets,...
Source: The New Stack
Yuval Fernbach
2026-01-09 19:03
Building AI-generated apps often leads to challenges as you scale. 💻 Many tools prioritize quick code generation over long-term structure, resulting in unclear ownership and limitations on code reuse. This can turn development from progress into rework. A shift towards composable architecture can help. By creating independent modules instead of full applications, developers can enhance maintainability and collaboration. The article explores how to implement this approach effectively....
Source: The New Stack
Oluwadamilola Oshungboye
2026-01-09 18:00
The article discusses the challenges faced by enterprise engineering teams in AI. While large models have gained attention, many projects remain in prototype stages due to a lack of effective retrieval systems. Retrieval-augmented generation (RAG) addresses the issue by combining language models with search engine precision, grounding responses in real data. Companies must improve their retrieval infrastructure to move beyond pilot phases and enhance data accuracy. #AI #MachineLearning...
Source: The New Stack
Carlos Rolo
2026-01-09 17:00
Tailwind CSS recently laid off three engineers, representing 75% of its engineering team. Creator Adam Wathan cited AI's impact on declining revenues during a podcast. 📉 However, the situation changed as companies like Vercel and SupaBase announced sponsorships, showing strong community support. Wathan expressed gratitude for the encouragement and emphasized their ongoing efforts to adapt. 🙏 Stay tuned for updates on this evolving story! #TailwindCSS #AI #TechNews #CommunitySupport...
Source: The New Stack
Loraine Lawson
2026-01-09 16:00
🚀 Managing multiple Docker containers can be challenging, especially in a home lab setting. Dockhand is a free tool designed to simplify this process. It allows users to monitor and manage containers effortlessly, offering features like log viewing, shell access, and container deployment. Setting up Dockhand is straightforward, requiring just a single command to launch it on your server. For anyone juggling multiple Docker containers, Dockhand could be a game changer. 🌟 #Docker #DevOps...
Source: The New Stack
Jack Wallen
2026-01-09 15:00
🚀 Exciting news from Percona! They've donated OpenEverest, a database management tool for Kubernetes, to the Cloud Native Computing Foundation (CNCF). OpenEverest simplifies managing multiple databases like PostgreSQL, MySQL, and MongoDB through a unified interface. It will operate under open governance, ensuring broader community involvement. Percona aims to enhance its vendor-agnostic capabilities, allowing future integrations beyond databases. #OpenEverest #Kubernetes #DatabaseManagement...
Source: The New Stack
Joab Jackson
2026-01-09 14:00
🚀 Google Kubernetes Engine (GKE) introduces the Agent Sandbox, designed for running AI agents and untrusted code in secure, isolated environments. 🌐 It leverages gVisor technology for strong kernel-level isolation, minimizing security risks. This open-source solution creates ephemeral runtimes, enhancing safety for Kubernetes clusters. 🔧 The Agent Sandbox includes a Custom Resource Definition (CRD) for managing workloads with VM-like attributes. GKE supports this on both standard and...
Source: The New Stack
Janakiram MSV
2026-01-08 21:00
Honeycomb has launched its new offering, Private Cloud, focusing on OpenTelemetry, AI, and AWS. This service aims to address the growing need for observability in the face of increasing code complexity and AI challenges. Currently, Honeycomb's Private Cloud is tailored exclusively for AWS, with plans to expand to other platforms like Azure and GCP in the future. Gartner analysts highlight that observability is crucial for managing IT complexity and digital transformation, with many users...
Source: The New Stack
B. Cameron Gain
2026-01-08 20:00
🚀 A new JavaScript framework, Sigment, has been developed by Yaniv Soussana, aimed at simplifying the complexity found in React-based frameworks. Unlike React, Sigment does not mix HTML with JavaScript or use JSX, making the syntax easier for developers familiar with vanilla JavaScript. This open-source framework offers high performance, zero-config development, and supports dynamic rendering. It's designed for those looking for simplicity in web development. #JavaScript #WebDevelopment...
Source: The New Stack
Loraine Lawson
2026-01-08 19:00
AI is transforming industries, but many systems face challenges due to fragmented data foundations. Common errors in cloud migrations hinder AI's potential, with 75% running over budget or off schedule. Organizations are urged to adopt incremental cloud migrations instead of risky “big bang” approaches. This allows for continuous, manageable changes while maintaining operational efficiency. 🌐🔄 Stay informed on best practices for a successful data migration strategy! #CloudMigration #AI...
Source: The New Stack
Joseph Morais
2026-01-08 18:00
Many APIs in AI systems struggle to meet expectations due to common issues in their design. Most APIs, despite having OpenAPI documents, are not optimized for machine consumption. Ambiguities and inconsistencies lead to failures in AI integration. As Tim O’Reilly noted, the challenge lies in integrating AI into existing workflows, rather than just enhancing model intelligence. A recent analysis of over 1,500 public APIs revealed significant flaws, including unclear authentication and...
Source: The New Stack
Frank Kilcommins
2026-01-08 17:00
As we close out 2025, many organizations are experiencing significant AI advancements. 🚀 Developers are delivering code faster, and costs are decreasing, but new challenges lie ahead for 2026. To sustain growth, three key trends are emerging: AI governance, enterprise agents, and data context. 📊 Organizations must balance innovation with governance to manage AI resources effectively. Implementing centralized oversight will help track ROI and control rising costs. Additionally, building AI...
Source: The New Stack
Michelle Gill
2026-01-08 15:00
As enterprises delve into AI-driven automation, the focus is shifting toward autonomous, resilient workflows. These systems are designed to operate with minimal human input, adapting to changes in real-time. 🤖 The article highlights the evolution from traditional deterministic automation to more advanced AI workflows that can make decisions based on environment analysis. This transition enables systems to detect vulnerabilities and recommend actions autonomously. 📊 With the increasing volume...
Source: The New Stack
Julie Banfield
2026-01-07 20:00
IBM is actively expanding its portfolio through acquisitions like Red Hat and HashiCorp, aiming to build a robust AI infrastructure. 🖥️ Sanil Nambiar highlights the importance of hybrid cloud, automation, and real-time data access for effective AI deployment. However, modern networks are becoming too complex for human cognition to manage effectively. 📊 The skills gap and the challenge of trust in AI tools remain significant hurdles for network operations teams. #IBM #AI #Networking...
Source: The New Stack
Heather Joslyn
2026-01-07 19:00
In the article "Lessons Learned From Real-World NoSQL Database Migrations," key strategies for successful NoSQL migrations are discussed. The author shares insights on schema migration, data validation, and technology switches. An example involves a media streaming company migrating from DynamoDB to ScyllaDB without moving all data. They adapted their ingestion process to write to both databases simultaneously. Challenges included understanding out-of-order writes and differences between...
Source: The New Stack
Felipe Cardeneti Mendes
2026-01-07 18:34
Kubernetes container rightsizing is essential for optimizing CPU and memory requests. 🚀 As workloads evolve, initial resource settings often become outdated, leading to inefficiencies. Rightsizing adjusts these requests to reflect actual usage, improving pod density and reducing unnecessary costs. 💰 For implementation, teams can use tools like Vertical Pod Autoscaler (VPA) or more advanced options like nOps, which offer scheduling and guardrails for safer updates. Learn more about how to...
Source: The New Stack
Shouri Thallam
2026-01-07 18:00
AI assistants are becoming essential in enterprise operations, evolving from simple task support to more complex autonomous systems. Initially, these assistants help humans by drafting emails and summarizing interactions. In the next phase, they will actively manage tasks within set guidelines, enhancing efficiency. The final phase will see coordinated multiagent systems that can drive revenue and retention. This shift represents a significant change in how operational tasks are designed and...
Source: The New Stack
Burley Kawasaki
2026-01-07 17:00
As we approach 2026, tech leaders are sharing their resolutions, emphasizing action over predictions. Jeremy Colvin from Isovalent aims to enhance security by focusing on meaningful data rather than overwhelming volumes. He stresses the need for smarter, more intentional security practices. Nadav Cornberg of Eve Security urges a shift in how we secure AI agents, advocating for treating them as active participants rather than mere tools. These insights may inspire new approaches in technology...
Source: The New Stack
Kaylin Trychon
2026-01-07 16:00
🚀 A recent JetBrains survey reveals that 49% of developers use AI regularly, saving up to four hours weekly. 🔍 However, this extra time often goes to improving code quality rather than other tasks. While AI enhances coding speed, it introduces the need for careful oversight due to potential vulnerabilities. ⚠️ A warning arises: using AI for both coding and debugging may create a recursive loop, compounding errors. Security teams are also adopting AI for threat detection, but these systems can...
Source: The New Stack
Camille Crowell-Lee
2026-01-06 21:00
D-Wave has announced a significant breakthrough in quantum computing by addressing the challenges of wiring in its upcoming gate model quantum computer. 🔌 Traditionally, connecting qubits to control machines required numerous wires, complicating the setup and adding noise. D-Wave aims to streamline this process using standard semiconductor technology, which could enhance the scalability of quantum systems. Their experience with quantum annealing is beneficial, allowing them to tackle error...
Source: The New Stack
Frederic Lardinois
2026-01-06 20:00
Exploring the scalability of AI agents in production reveals key challenges. Recent advancements in reasoning models provide access to complex problem-solving through standard APIs. However, reliance on large language models (LLMs) as middleware introduces hidden scalability issues. Teams often expose existing APIs, assuming LLMs can interpret business logic. This approach can create technical debt and lead to fragile integrations. The focus is shifting from traditional glue code to universal...
Source: The New Stack
Raj Shukla
2026-01-06 19:00
Discover insights from Chapter 4 of “Running Virtual Machines on Kubernetes: A Practical Roadmap for Enterprise Migrations.” 📘 This ebook by Janakiram MSV, sponsored by Spectro Cloud, outlines strategies for migrating VMs to Kubernetes using KubeVirt. It emphasizes the importance of adapting operational practices and team workflows to cloud-native environments. 🌐 The chapter covers migration planning, assessing readiness, and bridging gaps between traditional and cloud-native operations....
Source: The New Stack
Janakiram MSV