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Wednesday, February 18, 2026

Control updates with download-only mode in bootc

2026-02-18 15:11
🚀 The bootc utility in Red Hat Enterprise Linux (RHEL) now features a **download-only mode**, enhancing control over system updates. This mode allows administrators to manage updates in three phases: download and stage, lock, and explicit application. This separation is crucial for ensuring updates are applied at the right time, particularly in production environments. Commands like `# bootc upgrade --download-only` can be used to stage updates without immediate application. Once ready,...
Mohan Shash, Wei Shi

5 key takeaways from the 2026 State of Software Delivery

2026-02-18 14:00
🚀 The 2026 State of Software Delivery report is out! It highlights how AI has simplified code writing, but shipping that code remains challenging. Analyzing over 28 million CI/CD workflows, the findings show that while teams are generating more code, fewer are successfully delivering software to customers. Stay updated on software delivery trends! 📊💻 #SoftwareDelivery #AI #TechTrends #EngineeringInsights #CI_CD
Ron Powell

6 agentic knowledge base patterns emerging in the wild

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....
Bill Doerrfeld

Redesigned search and filtering for runtime logs

2026-02-18 13:00
🚀 Exciting updates for the Runtime Logs search bar! The redesign enhances log filtering and exploration, making it quicker and more intuitive. 🔍 Key features include structured filters that turn queries into visual pills, smarter suggestions based on your log data, and improved input handling with real-time validation. These enhancements are available now in your project dashboard. #RuntimeLogs #LogManagement #Productivity #TechUpdates #SoftwareDevelopment
Source: Vercel Blog
Timo Lins

We Ralph Wiggumed WebStreams to make them 10x faster

2026-02-18 13:00
🚀 Exciting advancements in WebStreams! Recent profiling of Next.js server rendering revealed significant performance issues with WebStreams due to extensive Promise chains and object allocations. To tackle this, a new library called fast-webstreams has been developed. It optimizes the WHATWG Streams API for Node.js, achieving speeds up to 14.6x faster for React Server Components. This work aims to improve streaming performance in server-side applications and is poised to integrate into...
Source: Vercel Blog
Malte Ubl

Optimize infrastructure health with Red Hat Lightspeed MCP

2026-02-18 08:01
🔧 Red Hat Lightspeed MCP simplifies IT infrastructure management. By using natural language, it integrates with Red Hat Lightspeed advisor to provide real-time insights on system health, availability, performance, and stability. This proactive approach helps identify risks and streamline maintenance tasks, enhancing overall operational efficiency. Explore the future of AI-driven operations and share your feedback! #RedHat #InfrastructureManagement #AITools #DevOps #SystemHealth
Samiksha Saxena

Manage AI resource use with TokenRateLimitPolicy

2026-02-18 07:01
Introducing the TokenRateLimitPolicy, a custom resource for managing AI resource use effectively! 🌐 This policy allows rate limiting based on token consumption instead of request count, which is essential for large language model (LLM) APIs. By extracting token usage data, it ensures fair use and better cost management across user groups. 📊 Key features include: - Automatic token extraction from API responses - Tiered access control with different limits for user groups - Enforcement through...
Maximiliano Pizarro

A letter to open source builders who deserve more

2026-02-18 00:00
🚀 Open source is essential, yet maintainers often struggle to monetize their efforts. Railway's open source partner program aims to address this challenge. It offers a clear path for maintainers to grow their projects while building a sustainable business. By creating templates for easy deployment, maintainers can earn ongoing commissions and engage directly with their community. Railway also provides valuable metrics to help maintainers improve and expand their offerings. #OpenSource...
Source: Railway Blog

Creating API wrappers with Webflow Cloud

2026-02-18 00:00
🚀 Explore the basics of creating API wrappers using Webflow Cloud! This article serves as a primer for developers looking to connect with external APIs. It outlines the steps involved in building an API wrapper or proxy, enhancing integration capabilities. Learn how to streamline your projects and improve functionality with Webflow Cloud. #Webflow #APIs #Development #TechTips #Integration
Source: Webflow Blog

Embed Storylane product demos in Webflow with iframe code

2026-02-18 00:00
🚀 Learn how to seamlessly integrate Storylane product demos into your Webflow site! This article guides you through using iframe code and custom code elements for embedding. It also covers how to incorporate analytics to track performance. Enhance your website's interactivity with these simple steps! #Webflow #ProductDemos #Storylane #WebDevelopment #Analytics
Source: Webflow Blog

Exposing Insider Threats through Data Protection, Identity, and HR Context

2026-02-18 00:00
Insider threats are a major concern for organizations, involving malicious actions, negligence, or accidental errors that can harm assets and reputation. Understanding user behavior and detecting anomalies early is essential for identifying these threats. CrowdStrike offers tools like Falcon Data Protection and Next-Gen SIEM to help organizations detect and respond quickly through user behavior analytics and risk scoring. 📊🔍 The article outlines the key features of these dashboards, including...
Radu-Emanuel Chiscariu - Emilian Duca

GitLab backs 99.9% availability with service credits for Ultimate customers

2026-02-18 00:00
🚀 GitLab is enhancing its commitment to reliability with a 99.9% availability SLA for Ultimate customers on GitLab.com and GitLab Dedicated. If availability drops below this threshold, eligible customers can receive service credits toward future invoices. This ensures your DevSecOps workflows remain uninterrupted. 🛠️ Key services covered include: - Issues and merge requests - Git operations - Container and Package Registry operations - API requests For service credits, submit a request within...
Source: GitLab Blog
Lyle Kozloff

How to make the most of Elastic{ON} London 2026

2026-02-18 00:00
🌟 Elastic{ON} London is just around the corner! Join us on February 26, 2026, to tackle key challenges in AI, security, and data. 🤖 The focus will be on transitioning from passive AI to agentic AI, emphasizing real-time context for better outcomes. 📅 Don't miss out on pre-event workshops and networking opportunities on February 25. #ElasticON #AIinnovation #DataSecurity #Networking #TechEvents
Source: Elastic Blog
Ben Beeching

Inside OpenFGA's Improved ListObjects Algorithm: A Streaming Pipeline Traversal

2026-02-18 00:00
🚀 OpenFGA has enhanced its ListObjects algorithm, transforming how it handles authorization models. This improvement enables a concurrent, backpressure-aware streaming pipeline that efficiently traverses relationship graphs. 🔍 ListObjects answers queries about user-object relationships, making it essential for applications with complex authorization needs. The method focuses on delivering results quickly while managing resource usage. 🛠️ The algorithm functions as a weighted graph, where...
Source: Auth0 Blog
Victoria Johns

Introducing "AI Unlocked: Decoding Prompt Injection," a New Interactive Challenge

2026-02-18 00:00
🚀 Introducing "AI Unlocked: Decoding Prompt Injection," an interactive challenge by CrowdStrike! This hands-on simulation helps security teams understand prompt injection attacks. Participants navigate through three virtual rooms, using prompt injection techniques to unlock secret phrases. 🛡️ Starting from basic tactics, players face advanced filtering and real-time monitoring as they progress. This challenge aims to enhance knowledge of AI security threats. #AIUnlocked #CyberSecurity...
John Gamble - Vanessa Villa

One-Shot Any Web App with Gradio's gr.HTML

2026-02-18 00:00
🚀 Gradio 6 introduces a new feature: gr.HTML, which allows for custom templates, scoped CSS, and JavaScript interactivity. This means developers can create any web component easily. Claude, or other advanced LLMs, can generate complete apps with frontend, backend, and state management in one Python file. Various apps, like a Pomodoro Timer, can be built and deployed quickly to Hugging Face Spaces. #Gradio #WebDevelopment #AI #TechUpdates #Python

Tuesday, February 17, 2026

NVIDIA Nemotron 2 Nano 9B Japanese: 日本のソブリンAIを支える最先端小規模言語モデル

2026-02-17 23:28
🚀 NVIDIA has unveiled the Nemotron-Nano-9B-v2-Japanese, achieving state-of-the-art performance for models with under 10B parameters. This lightweight model enhances Japanese language understanding and agent capabilities, marking a significant step for enterprise AI development in Japan. The initiative encourages developers to customize models for diverse use cases using the existing Nemotron framework. #NVIDIA #AI #JapaneseLanguage #EnterpriseAI #Innovation

Simplify managing your Docker compose files with this handy tool

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...
Jack Wallen

Rethinking Global Data Strategies: Insights from Cisco’s 2026 Privacy Benchmark Survey

2026-02-17 21:49
🌍 Data is increasingly crossing borders in our digital economy, raising questions about privacy and national interests. Cisco’s 2026 Privacy Benchmark Survey indicates that 83% of businesses support harmonized global data protection rules to simplify compliance and reduce the burden of localized laws. The current complex regulatory environment, influenced by frameworks like the GDPR, leads to increased costs and slower innovation. #DataPrivacy #GlobalData #CiscoSurvey #Innovation #Compliance
Krysten Jenci

Teaching AI to read a map

2026-02-17 21:37
🚀 A new system for synthetic data generation aims to train AI to navigate maps effectively. Current multimodal large language models (MLLMs) can recognize images but struggle with spatial reasoning, like tracing paths on maps. The project, "MapTrace," introduces a dataset and a synthetic data generation pipeline that teaches this essential skill. It includes 2M Q&A pairs for research use. #AI #MachineLearning #DataScience #SpatialReasoning #MapTrace

Kodee’s Kotlin Roundup: KotlinConf ’26 Updates, New Releases, and More

2026-02-17 21:28
🚀 Exciting updates from KotlinConf 2026! The conference is shaping up with confirmed speakers who are influential in the Kotlin community. Attendees can look forward to engaging talks and workshops. Additionally, a new mentorship program will support newcomers in making their first open-source contributions to Kotlin. Kotlin 2.3 has also been released, featuring smarter checks and stabilized language features. #KotlinConf2026 #Kotlin #Programming #Mentorship #TechUpdates
Viliam Sedliak

From notebooks to nodes: Architecting production-ready AI infrastructure

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...
Emmanuel Akita

New Triggers for Pipeline, Deployment, and Pull Request Events

2026-02-17 20:43
🚀 Exciting updates for Bitbucket Pipelines! In November 2025, support for new event-based triggers was introduced to enhance CI/CD workflows. This allows teams to run custom pipelines based on various events, such as pipeline completions and pull request activities. New trigger types include: - Pipeline completed - Deployment completed - Pull request created, updated, rejected, fulfilled, and reviewer status updated These additions streamline automation, reduce manual steps, and improve...
Edmund Munday

Code Execution Sandbox for Agents on Heroku

2026-02-17 20:34
🚀 Exciting news from Heroku! Large language models, like Claude, can now execute code in secure sandboxes, reducing token consumption by up to 98%. This feature helps manage untrusted code efficiently using one-off dynos, ensuring safety and isolation. You can access these tools via Managed Inference and Agents API or through the MCP tool for broader applications. Learn more about how to optimize your coding processes! #Heroku #CodeExecution #AI #LanguageModels #Innovation
Source: Heroku Blog
Anush DSouza

The “funhouse mirror”: How AI reflects the hidden truths of your software pipeline

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...
Jennifer Riggins

Business Analytics: Essential Tools, Techniques and Skills for Data-Driven Success

2026-02-17 19:52
Unlocking the potential of business analytics is crucial for organizations aiming for data-driven success. 📊 This article outlines essential tools and techniques, including data visualization and statistical analysis, that empower businesses to make informed decisions. Additionally, it highlights the key skills needed for professionals in this field, ensuring effective interpretation of data. #BusinessAnalytics #DataDriven #DataStrategy #AnalyticsTools #ProfessionalDevelopment

AI theater vs. AI fluency: The sneaky patterns that hold back AI results

2026-02-17 18:59
AI tools are reshaping workflows, but many organizations face challenges in realizing their full potential. The article discusses the concept of "AI theater," where teams engage in superficial AI practices that don’t lead to real impact. Common pitfalls include tool tourism, automation theater, and prompt gatekeeping. To thrive, teams must embrace "AI fluency," focusing on shared learning and intentional experimentation. Understanding these dynamics can help leaders guide their organizations...
Atlassian

The Marketing Cloud and Adstra deliver identity resolution through Databricks Clean Rooms for secure, privacy-first marketing data collaboration

2026-02-17 18:50
The Marketing Cloud and Adstra are enhancing identity resolution using Databricks Clean Rooms. This collaboration aims to provide secure, privacy-focused marketing data solutions. Marketers can now leverage data-driven strategies that prioritize consumer privacy and trust. This approach addresses the growing need for responsible data utilization in marketing. 🔒📊🤝 #MarketingCloud #DataPrivacy #IdentityResolution #Adstra #DigitalMarketing

HCP Packer adds SBOM vulnerability scanning

2026-02-17 18:45
🚀 Exciting news for HCP Packer users! SBOM vulnerability scanning is now in public beta, enhancing visibility into image components. This feature allows organizations to scan their SBOMs against a known vulnerability database, helping to identify risks earlier in the deployment process. As software supply chains grow complex, this capability supports better security by classifying vulnerabilities based on severity and providing insights for informed remediation. Stay secure! 🔒🛡️...
Mitchell Ross

Best Practices for High QPS Model Serving on Databricks

2026-02-17 18:15
Unlock the potential of real-time machine learning with best practices for high QPS model serving on Databricks. This article outlines strategies to meet customer expectations for instant responses in applications like recommendations. Explore how to enhance performance and efficiency within the Lakehouse environment. #MachineLearning #Databricks #AI #RealTimeData #BestPractices 📊💡🔍

Anthropic’s new Claude Sonnet 4.6 promises Opus-level coding at Sonnet pricing

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...
Frederic Lardinois

Build AI-Ready Knowledge Systems Using 5 Essential Multimodal RAG Capabilities

2026-02-17 18:00
Unlock the potential of your enterprise data with the NVIDIA Enterprise RAG Blueprint! 📊 This framework enhances retrieval-augmented generation (RAG) systems by integrating multimodal capabilities. It processes complex documents—text, tables, images, and more—ensuring accurate insights. Key features include: - Baseline multimodal RAG pipeline - Reasoning capabilities - Query decomposition - Efficient metadata filtering - Visual reasoning for rich data Transform your traditional data...
Shruthii Sathyanarayanan

Your AI strategy is built on layers of API sediment

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...
Charles Humble

Drastically Reducing Out-of-Memory Errors in Apache Spark at Pinterest

2026-02-17 17:01
Pinterest has introduced a feature called Auto Memory Retries to significantly reduce out-of-memory (OOM) errors in their Apache Spark applications. 🚀 This feature automatically identifies tasks that require more memory and retries them on larger executors, improving resource management. Pinterest processes over 90,000 Spark jobs daily, making this enhancement crucial for performance and efficiency. 🔍 The result? A remarkable 96% drop in OOM failures, freeing up resources and reducing delays...
Pinterest Engineering

How Databricks System Tables Help Data Engineers Achieve Advanced Observability

2026-02-17 16:59
Struggling with data pipeline issues at 3 AM? Databricks System Tables offer a solution! These tables provide data engineers with centralized visibility, simplifying the tracking of pipeline health. This leads to more reliable workloads and effective management of data operations. Discover how to operationalize insights and maintain your data's integrity. 📊🔍 #DataEngineering #Databricks #DataObservability #DataPipelines #TechSolutions

What OpenAI’s Enterprise AI Report Reveals—and What It Means for Your Enterprise Network

2026-02-17 16:00
OpenAI's latest report reveals a significant rise in enterprise AI usage, with an 8x growth year over year. 📈 The report highlights the shift from pilot projects to essential workflows, reshaping network demands and IT roles. AI is now integral to customer support and software development, creating new challenges for network stability. IT leaders must adapt to these changes to ensure seamless AI integration. 🔗 #EnterpriseAI #OpenAI #ITLeadership #DigitalTransformation #AIIntegration
Sanjay Kapoor

SRv6: From 5G networks to AI infrastructure—a journey of innovation

2026-02-17 16:00
🚀 SRv6 is transforming network infrastructure, evolving from supporting 5G networks to becoming essential for AI workloads. Since its inception around 2016, SRv6 has simplified operations by leveraging IPv6, reducing complexities in network management. Cisco has been pivotal in its development, promoting standards crucial for its implementation. As we advance, SRv6 is set to redefine AI infrastructure design. 🌐 #SRv6 #5G #AI #NetworkInnovation #Cisco
Will Eatherton

Ship Enterprise Apps Faster with Databricks AppKit and Replit

2026-02-17 16:00
🚀 Databricks Apps is designed to help businesses build and deploy applications securely and efficiently. 💻 The integration of Databricks AppKit with Replit aims to improve the developer experience, enabling faster app delivery. This combination allows teams to create production-grade applications quickly and effectively. #Databricks #AppDevelopment #Innovation #Replit #TechTrends

The Multi-Model Database for AI Agents: Deploy SurrealDB with Docker Extension

2026-02-17 14:00
🚀 Developers face challenges when integrating multiple databases for AI solutions, leading to increased complexity and slower innovation. SurrealDB offers a solution by unifying various data types—document, graph, relational, and more—into a single engine. Its SQL-like language, SurrealQL, streamlines queries and supports real-time applications efficiently. This article also guides you on building a WhatsApp RAG chatbot using SurrealDB’s Docker Extension. #AI #Databases #SurrealDB...
Source: Docker Blog
Jennifer Kohl

The uncomfortable truth about vibe coding

2026-02-17 13:53
🚀 Vibe coding is transforming software development by allowing users to create applications through AI conversations. This method, popularized by Andrej Karpathy, simplifies coding for many who never considered themselves developers. However, it comes with challenges. As projects grow, maintaining clarity can become difficult, leading to code confusion. Successful developers combine vibe coding with clear specifications to ensure effective outcomes. The key is to articulate your needs and...
Todd Wardzinski