Latest from today9 application security startups combating AI risksAI is collapsing the security boundaries between code, pipeline, and runtime. These startups are racing to fill the gaps. By Victor GarzaMay 20, 202617 minsApplication SecurityDevSecOpsDevops First look: Mojo 1.0 mixes Python and RustBy Serdar YegulalpMay 20, 202612 minsProgramming LanguagesPythonRust 21 LLMs tuned for special domains By Peter WaynerMay 18, 202610 minsArtificial IntelligenceGenerative AISoftware Development4 cutting-edge tools for spec-driven developmentBy Martin Heller May 15, 202611 minsDevelopment ApproachesDevelopment ToolsGenerative AI First look: Lemonade serves up local AI with limitationsBy Serdar Yegulalp May 13, 20265 minsArtificial IntelligenceDevelopment ToolsGenerative AI Hands-on with React, Supabase, and PowerSyncBy Matthew Tyson May 12, 202612 minsDevelopment ApproachesLibraries and FrameworksWeb Development How to add AI to an existing product (without annoying users)By Bill Doerrfeld May 11, 202611 minsArtificial IntelligenceGenerative AISoftware Development Python isn’t always easyBy Serdar Yegulalp May 8, 20262 minsProgramming LanguagesPythonSoftware Development Small language models: Rethinking enterprise AI architecture By Taryn Plumb May 4, 20269 minsArtificial IntelligenceGenerative AISoftware Development Cloud trends 2025: Repatriation and sustainability make their marks Flexera 2025 State of the Cloud Report reveals a rise in workloads returning to data centers even as generative AI use and public cloud adoption accelerate. By Brian Adler Mar 19, 2025 13 mins Cloud Computing What is KubeVirt? How does it migrate VMware workloads to Kubernetes? Fallout from Broadcom’s VMware acquisition is boosting interest in KubeVirt, an open-source project that enables users to deploy and manage VM workloads directly inside of Kubernetes deployments. By Sean Michael Kerner Mar 17, 2025 1 min Cloud Computing Kubernetes and Containers Combining AI and no-code for business app development How Creatio’s AI-native, no-code platform puts the development of custom, AI-powered apps and workflows into the hands of business users. By Burley Kawasaki Mar 17, 2025 8 mins Artificial Intelligence Generative AI No Code and Low Code Why AI-generated code isn’t good enough (and how it will get better) Did we normalize AI-generated code too soon? Here’s where it falls short and how it’s improving. By Bill Doerrfeld Mar 17, 2025 14 mins Artificial Intelligence Development Tools Generative AI What is Llama? Meta AI’s family of large language models explained Llama has evolved beyond a simple language model into a multi-modal AI framework with safety features, code generation, and multi-lingual support. By Martin Heller Mar 14, 2025 10 mins Artificial Intelligence Generative AI Open Source How DeepSeek innovated large language models A glimpse at how DeepSeek achieved its V3 and R1 breakthroughs, and how organizations can take advantage of model innovations when they emerge so quickly. By Florian Douetteau Mar 13, 2025 5 mins Artificial Intelligence Emerging Technology Generative AI 3 of the best LLM integration tools for R Do you need to add LLM capabilities to your R scripts and applications? Here are three tools you’ll want to know. By Sharon Machlis Mar 11, 2025 17 mins Development Tools Generative AI R Language Building generative AI? Get ready for generative UI Building generative user interfaces into your applications can be an effective way to deliver better user experiences. It means orchestrating fully interactive responses. By Dom Couldwell Mar 10, 2025 8 mins Artificial Intelligence Generative AI Software Development 10 things developers love about JavaScript – and 10 things they don’t Over three decades of development, JavaScript has grown faster, sleeker, more capable, and much more complex. That’s good and bad. By Peter Wayner Mar 10, 2025 11 mins JavaScript Libraries and Frameworks Web Development Portkey: An open-source AI gateway for easy LLM orchestration Portkey AI Gateway allows application developers to easily integrate generative AI models, seamlessly switch among models, and add features like conditional routing without changing application code. By Janakiram MSV Mar 6, 2025 7 mins APIs Development Tools Generative AI The best Java and JVM language frameworks The Java ecosystem supports a host of outstanding back-end frameworks, including many written for modern languages like Scala and Kotlin. Here’s how seven top frameworks for Java and JVM languages compare. By Matthew Tyson Mar 5, 2025 9 mins Java Libraries and Frameworks Software Development The most relevant new features in JDK 24 Java 24 contains 24 new features – more than any Java release since 2018. These six will matter the most to Java developers and Java shops in the near term. By Simon Ritter Mar 3, 2025 6 mins Java Programming Languages Software Development How eBPF is changing container networking Networking, observability, and security for Kubernetes and container networks involve substantial processing overhead. eBPF promises more efficiency, visibility, and control. By Bill Doerrfeld Mar 3, 2025 13 mins Cloud-Native Kubernetes and Containers Security Monitoring Software Download the ‘Managing AI Risk’ Enterprise Spotlight In this issue: We explore the risks to both IT and the business from the use of AI. The goal of your risk management efforts should be to gain the most value from AI as a result. By CIO.com and CSOonline.com staff Mar 2, 2025 1 min Artificial Intelligence Enterprise Buyer’s Guides Risk Management What is retrieval-augmented generation? More accurate and reliable LLMs Retrieval-augmented generation, or RAG, integrates external data sources to reduce hallucinations and improve the response accuracy of large language models. By Martin Heller Feb 27, 2025 6 mins Artificial Intelligence Generative AI Software Development Get started with async in Python Learn how to use asynchronous programming in Python 3.13 and higher. Get more done in less time, without waiting. By Serdar Yegulalp Feb 26, 2025 12 mins Programming Languages Python Software Development 10 machine learning mistakes and how to avoid them Machine learning is a multibillion-dollar business with seemingly endless potential, but it poses some risks. Here’s how to avoid the most common machine learning mistakes. By Bob Violino Feb 24, 2025 10 mins Careers Machine Learning Software Development A smarter approach to training AI models Deep neural networks have hit a wall. An entirely new, backpropagation-free AI stack promises to be orders of magnitude more performant. By Cyril Gorlla Feb 24, 2025 7 mins Artificial Intelligence Emerging Technology Generative AI Key strategies for MLops success in 2025 To unlock the full potential of AI and machine learning, understand the keys to model selection, optimization, monitoring, scaling, and metrics for success. By Yuval Fernbach Feb 18, 2025 8 mins DevSecOps Devops Generative AI Large language models: The foundations of generative AI Large language models evolved alongside deep-learning neural networks and are critical to generative AI. Here’s a first look, including the top LLMs and what they’re used for today. By Martin Heller Feb 17, 2025 20 mins Artificial Intelligence Generative AI Machine Learning 3 key features of Postman’s AI Agent Builder AI Agent Builder simplifies the creation of AI agents and agentic workflows for API development and testing. Here’s how it works. By Rodric Rabbah Feb 17, 2025 7 mins APIs Development Tools Generative AI How to keep AI hallucinations out of your code The effectiveness of AI coding assistants depends largely on the human in the driver’s seat. Here are eight ways to keep AI hallucinations from infecting your code. By Josh Fruhlinger Feb 17, 2025 10 mins Artificial Intelligence Generative AI Software Development AI coding assistants limited but helpful, developers say DeveloperWeek conference attendees said AI coding tools need to mature, but they already find them useful and believe they will get better in the future. By Paul Krill Feb 14, 2025 3 mins Artificial Intelligence Development Tools Generative AI Why the generative AI hype is good Hype can be excessive and obnoxious and lead to waste and false promises. It is also a crucial catalyst of experimentation and innovation. By Rich Heimann and Clayton Pummill Feb 11, 2025 10 mins Artificial Intelligence Generative AI Technology Industry Will Kubernetes ever get easier? A decade into development, the world’s top container orchestrator is more extensible than ever. But usability is still playing catch up with complexity. By Bill Doerrfeld Feb 10, 2025 15 mins Cloud Computing Cloud-Native Kubernetes and Containers The future is far from doom and gloom for DBAs While the DBA title will likely fade, database professionals and the demand for their skills will remain. But success will require a bigger picture view of data operations. By Bennie Grant Feb 10, 2025 7 mins Careers Database Administration Databases Is 2025 the year of quantum computing? Successive waves of breakout technologies are transforming systems and society. Is quantum computing next? By Matthew Tyson Feb 5, 2025 9 mins Emerging Technology Quantum Computing Software Development Not seeing ROI from your AI? Observability may be the missing link With AI observability, we can guard against hallucinations, catch irrelevant and incomplete responses, and identify security lapses in generative AI applications — ensuring they meet the needs of the business. By Anupam Datta Feb 4, 2025 8 mins Data Governance Data and Information Security Generative AI Download the ‘Promises and Perils of Agentic AI’ Enterprise Spotlight In this issue, we explore the emerging field of agentic AI, which brings more autonomy to IT-managed systems — with both promise and peril. By InfoWorld, CIO.com, and CSO staff Feb 3, 2025 1 min Enterprise Buyer’s Guides Generative AI Risk Management Tetragon: Extending eBPF and Cilium to runtime security Cilium subproject taps eBPF hooks into the Linux kernel to bring real-time security observability and runtime enforcement to containers and Kubernetes. By Jeremy Colvin Feb 3, 2025 8 mins Application Security DevSecOps Kubernetes and Containers Browser Use: An open-source AI agent to automate web-based tasks Browser Use connects AI agents directly to web browsers, enabling them to autonomously navigate, interact with, and extract information from websites. By Janakiram MSV Jan 30, 2025 7 mins Generative AI Libraries and Frameworks Open Source 4 tiny Docker images for lightweight containers How small can you make a Docker image? These tiny (and even super-tiny) base images pack a surprising amount of punch for their size. By Serdar Yegulalp Jan 29, 2025 5 mins Kubernetes and Containers A distributed state of mind: Event-driven multi-agent systems How event-driven design can overcome the challenges of coordinating multiple AI agents to create scalable and efficient reasoning systems. By Sean Falconer and Andrew Sellers Jan 28, 2025 13 mins Artificial Intelligence Generative AI Software Development 11 cutting-edge programming languages to learn now These innovative alternatives to the popular languages are gaining steam—and one of them could be the perfect fit for your next project. By Peter Wayner Jan 27, 2025 8 mins Programming Languages Software Development How to pick the right SAST tool Some SAST tools provide better insight into all potential vulnerabilities and coding issues, while others offer a better developer experience and integration into CI/CD. Which is right for you? By Jenn Gile Jan 27, 2025 10 mins Application Security DevSecOps Devops 3 Python web frameworks for beautiful front ends Have you ever wished you could generate interactive websites with HTML, CSS, and JavaScript while programming in nothing but Python? Here are three frameworks that do the trick. By Serdar Yegulalp Jan 22, 2025 8 mins Libraries and Frameworks Python Web Development The bitter lesson for generative AI adoption Why relying on retrieval-augmented generation and prompt engineering is preferable to investing in model training and fine-tuning. By Rich Heimann and Clayton Pummill Jan 21, 2025 9 mins Artificial Intelligence Generative AI Software Development 5 new features in EDB Postgres AI The latest EDB Postgres AI release enables enterprises to deploy secure, flexible AI-driven applications in a sovereign, hybrid environment. By Aislinn Shea Wright Jan 20, 2025 8 mins Artificial Intelligence Databases Generative AI Why you should use Docker and OCI containers Learn how lightweight, portable, self-contained operating system containers improve software development, application deployment, and business agility. By Serdar Yegulalp Jan 15, 2025 9 mins Kubernetes and Containers Software Development The journey towards a knowledge graph for generative AI While retrieval-augmented generation is effective for simpler queries, advanced reasoning questions require deeper connections between information that exist across documents. They require a knowledge graph. By Nikolaos Vasiloglou Jan 14, 2025 8 mins Artificial Intelligence Data Management Generative AI Open source trends for 2025 and beyond Open-source software will continue its march through the enterprise technology stack, buoyed by AI and (hopefully) transformative funding solutions that address sustainability. By Konstantin Vinogradov Jan 13, 2025 6 mins Application Security Generative AI Technology Industry Why the C programming language still rules The C language has been a programming staple for decades. Here’s how it stacks up against C++, Java, C#, Go, Rust, Python, and the newest kid on the block—Carbon. By Serdar Yegulalp Jan 8, 2025 12 mins C Language C++ Golang Agentic AI: The top challenges and how to overcome them Before deploying agentic AI, enterprises should be prepared to address several issues that could impact the trustworthiness and security of the system. By Adi Polak Jan 7, 2025 7 mins Artificial Intelligence Generative AI Software Development My robot teacher: The challenge of AI in computer science education Can generative AI accelerate CS learning, or will it short-circuit the creative problem-solving skills future developers need? By Josh Fruhlinger Jan 6, 2025 11 mins Careers Engineer Generative AI 3 forecasts about time-series forecasting Pre-trained foundation models are making time-series forecasting more accessible and available, unlocking its benefits for smaller organizations with limited resources. By Cristian Challu Jan 6, 2025 5 mins Artificial Intelligence Generative AI 4 keys for writing cross-platform apps If you’re targeting more than one operating system, these high-level pointers will get you in the door and keep you on track. By Serdar Yegulalp Jan 1, 2025 7 mins Software Development The vital role of red teaming in safeguarding AI systems and data AI red teaming offers an innovative, proactive method for strengthening AI while mitigating potential risks, helping organizations avoid costly AI incidents. Here’s how it works. By Dane Sherrets Dec 31, 2024 5 mins Application Security Data Governance Data and Information Security 10 hot programming trends — and 10 going cold Hot or not? From AI models with API fantasies to memory-safe programming and compiled code, get the scoop on what’s in and what’s out in software development. By Peter Wayner Dec 30, 2024 12 mins Generative AI Rust Web Development Multitenant data management with TiDB How the TiDB distributed SQL database addresses the key needs of multitenant architectures while also providing advanced features for resource management and data placement. By Li Shen Dec 30, 2024 8 mins Cloud Computing Data Management Databases What is serverless? Serverless computing explained Developers spend countless hours writing code, then the operations team spends even more time making sure it runs. Why not just leave the provisioning to someone else? 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