2025-10-14 00:37
🚀 Exciting updates from DoorDash's software engineering internship program! This summer, interns contributed to impactful projects including a user-generated content feedback loop. This system notifies users when their reviews gain visibility, fostering engagement and community trust. The project emphasizes the significance of user feedback and includes a streamlined database design for tracking and notifications. Stay tuned for more highlights from our Summer 2025 interns! #DoorDash...
Cassidy Xu
2025-10-13 16:00
Unlock the potential of multimodal AI systems on Databricks! 🌐 This article discusses the significance of multimodal AI for enterprises, emphasizing that real-world applications require diverse data types. Learn about best practices for building and scaling these systems effectively to enhance AI capabilities. #AI #Databricks #MultimodalAI #TechTrends #EnterpriseAI
2025-10-13 07:01
🚀 Exploring GitOps with OCI in OpenShift! Organizations transitioning to GitOps often think they need Git-based systems. However, GitOps principles allow for other compliant storage options like OCI, which can store various content types beyond container images. OpenShift GitOps 1.18 now supports OCI as a source of truth, simplifying management and enhancing security. This approach streamlines operations and integrates well with CI pipelines. To get started, ensure you have the oras CLI and...
Christian Hernandez
2025-10-13 07:00
Unlock the potential of AI with insights-mcp by Red Hat! 🌐 This self-hosted server allows seamless interaction with key Red Hat Insights features like vulnerability management and inventory tracking, all through the Model Context Protocol (MCP). To get started, set up a service account and install VS Code. You can then connect LLM agents to enhance your workflows, from daily security checks to compliance monitoring. Explore the developer preview today and share your feedback! 🛠️💻 #RedHat #AI...
Sean O'Keeffe
2025-10-13 00:00
Improve your reminder emails with key strategies for better engagement! 📧✨ Most reminders can be ignored or deleted. However, effective emails can be helpful nudges that keep business running smoothly. Focus on timing, tone, and clarity. Important components include a clear subject line, engaging preview text, personalized greetings, and essential logistical details. Learn more about crafting effective reminder emails in our comprehensive guide! #EmailMarketing #BusinessCommunication...
Jesse Sumrak
2025-10-10 20:50
🚀 Ready to transform your Business Intelligence? Databricks successfully migrated over 1,300 dashboards to AI/BI in just 5 months. This transition led to a remarkable 5x performance increase and annual savings of $880K. Explore the key steps and benefits of modernizing your enterprise BI. #BusinessIntelligence #AIMigration #DataStrategy #CostSavings #PerformanceBoost
2025-10-10 20:00
🚀 The software development life cycle (SDLC) has evolved over the years, traditionally guiding teams through phases like planning, design, and testing. 🤖 With the introduction of AI, the landscape is changing. AI tools now actively participate in software delivery, enabling simultaneous activities and enhancing feedback flows. This shift is reshaping how teams work and adapt to a faster pace of development. Explore the implications of AI on the SDLC and how teams can evolve their practices....
Jacob Schmitt
2025-10-10 19:00
Introducing AI into organizations can lead to measuring its impact incorrectly. Instead of creating new metrics, it's essential to align with existing goals and performance indicators. 🏆 AI should enhance your current objectives, not redefine them. Existing measurement systems, like financial metrics, remain relevant for evaluating AI's effectiveness. 📊 Be cautious of "local optimization," where improvements in one area do not translate to overall value. Focus on metrics that truly matter to...
Steve Fenton
2025-10-10 13:00
🚀 AI coding assistants have advanced significantly, but tools like Claude Code still require manual interaction with your environment. The Model Context Protocol (MCP) and Docker MCP Toolkit bridge this gap, enabling seamless integration with your tools and databases. This guide outlines how to set up and connect Claude Code with Docker MCP Toolkit, configure servers for Jira and GitHub, and automate tech debt tracking. With over 200 pre-built servers and one-click deployment, developers can...
Ajeet Singh Raina
2025-10-10 07:00
🚀 Splitting an OpenShift Machine Config Pool (MCP) without node reboots is now possible! This guide details how to create two separate MCPs while maintaining identical configurations. This method is especially beneficial for large clusters with over 100 worker nodes, simplifying upgrades and management. Key steps include identifying the current MCP and machine configurations, creating a new MCP, and labeling nodes for the transition. For detailed commands and procedures, refer to the full...
Rob Fisher
2025-10-10 02:00
📢 In the latest article by Munetoshi Ishikawa, we explore effective strategies for improving code quality. The discussion centers on the **UserModel** class, highlighting how separating data models can lead to clearer and more robust code. The article emphasizes the importance of managing dependencies based on the lifecycle of values. Developers are encouraged to apply aggregation to enhance code structure, specifically by separating frequently updated properties from those with longer...
2025-10-10 00:00
🚀 The GitLab Data team has unified scattered Streamlit applications into a structured framework for Snowflake. This framework improves security, simplifies deployment, and enhances collaboration across roles: Maintainers, Creators, and Viewers. Key takeaways include the importance of governance, automation, and compliance from day one. Learn how to streamline your applications today! #DataEngineering #Streamlit #Snowflake #DevOps #Automation
Radovan Bacovic
2025-10-09 17:45
In the evolving data landscape, organizations must choose between data lakes and data warehouses. Data lakes store vast amounts of raw data, allowing for flexibility and scalability. In contrast, data warehouses focus on structured data, optimizing for quick access and analysis. Understanding the differences is crucial for effective data management. 📊🔍 #DataManagement #DataArchitecture #Analytics #BusinessIntelligence #AI
2025-10-09 15:00
🚀 We’ve migrated our developer docs to Mintlify, marking a significant shift in how we approach developer education in an AI-centric world. In 2025, we recognized the emergence of AI-native developers who prefer concise, structured documentation. Our goal is to cater to both fast-paced learners and those who prefer traditional methods. We faced challenges with context overload in our legacy documentation. By implementing the Model Context Protocol (MCP) server, we aim to provide precise,...
njotwani@hubspot.com (Nikita Jotwani)
2025-10-09 12:58
Unlock the power of language models with LoRA! 🚀 This article explores how to fine-tune models efficiently using Docker. By focusing on specific skills, like masking personally identifiable information (PII), we can enhance model performance without extensive resources. LoRA (Low-Rank Adaptation) allows you to teach new tasks while preserving the model’s core knowledge. It involves adding small adapter layers to the pre-trained model, making the process faster and less resource-intensive. The...
Ignasi Lopez Luna
2025-10-09 12:14
At DoorDash, we embrace AI as a tool to enhance the interview process, not to replace authenticity. Candidates are encouraged to use AI for preparation, like building resumes or exploring interview questions, but must showcase their true selves during interviews. Remember, honesty is key! Misrepresenting your skills could lead to disqualification. For any accommodations regarding AI use, communicate with your recruiter early on. #DoorDash #AIInInterviews #JobPreparation #Authenticity...
Raj Prashad
2025-10-09 09:56
🚀 Exciting news in the world of AI and XR! XR Blocks is an open-source framework aimed at developing immersive web experiences. It combines AI and extended reality to enhance intelligent computing. While AI has established frameworks, bridging the gap with XR has been challenging. XR Blocks offers a modular architecture for rapid prototyping of AI + XR applications. Discover more with live demos and templates available on GitHub! #AI #XR #Innovation #OpenSource #Technology
2025-10-09 07:00
Red Hat OpenShift now integrates incident detection with OpenShift Lightspeed, enhancing how users analyze and resolve cluster issues. This integration allows for natural language interaction, helping to group related alerts and reduce alert fatigue. Users can easily inquire about incidents, symptoms, and event chains. To set up, ensure you have OpenShift 4.19 and an API key for an LLM provider. Installation steps are available for the Cluster Health MCP server. Explore these new capabilities...
Alberto Falossi, Tomas Remes
2025-10-08 21:23
🌐 Excited to share insights from Yasmeen Seddeek's article on her new video series, “Let’s Break It Down.” This series is designed for those new to networking, especially for CCST exam candidates. Yasmeen emphasizes the importance of understanding complex concepts through clear content. In the first episode, she explains key topics for the CCST Networking exam, including various network hardware devices. What seems simple often has layers of complexity. Check out her series for a clearer...
Yasmeen Seddeek
2025-10-08 20:00
Explore how OpenTelemetry enhances monitoring in Kubernetes! 🌐 This excerpt from "Platform Engineering on Kubernetes" discusses setting up a conference app and key concepts like deployments, service discovery, and resilience. It highlights the importance of understanding distributed systems for effective troubleshooting. OpenTelemetry provides essential tools for gathering telemetry data—metrics, logs, and traces—to analyze software performance. Using Prometheus and Grafana, teams can...
Mauricio Salatino
2025-10-08 19:00
Kubernetes is a robust platform for managing containerized applications, particularly stateful ones. Proper backup and recovery strategies are crucial for maintaining data integrity and availability in these applications. 🛠️ The article outlines essential strategies, such as using Volume Snapshots, which allow administrators to capture a volume's state without creating new volumes. This method aids in restoring data efficiently during maintenance or emergencies. 📊 For more insights on backup...
Adetokunbo Ige
2025-10-08 16:58
Unlocking the mysteries of protein localization is essential for biology and drug discovery. Researchers are now using NVIDIA FLARE and BioNeMo Framework to collaboratively train AI models, enhancing predictions without sharing sensitive data. A new tutorial showcases fine-tuning the ESM-2nv model for subcellular localization, using FASTA formatted files. This approach could lead to breakthroughs in understanding cellular processes and therapeutic targets. 🔬💻🧬 #ProteinLocalization...
Holger Roth
2025-10-08 15:00
In today's fast-changing economy, the "future of work" is already here. 🌍 Lynn Bloomer from Cisco emphasizes that innovation is reshaping industries and job roles, requiring new skills. Collaboration among governments, educators, and businesses is essential for workforce development. 🤝 The 2025 AI Workforce Consortium report highlights that 78% of ICT roles now need AI skills, with significant changes expected in core skills by 2030. 📊 Cisco aims to train 25 million people globally by 2032...
Marcella O'Shea
2025-10-08 15:00
🚀 Automate your Expo app build delivery with this tutorial! It explores the setup of an Expo project, AWS S3, and Slack integration. By utilizing CircleCI and a webhook server, developers can streamline the process of sharing builds with QA teams. No more manual uploads or miscommunication! This guide covers all prerequisites and steps for effective automation. #Expo #CircleCI #Automation #DevOps #QA
Kevin Kimani
2025-10-08 13:00
🚀 Meet Pradumna Saraf, a Docker Captain and Open Source Developer passionate about DevOps! In our latest "From the Captain’s Chair" interview, Pradumna shares his journey from learning about MongoDB to embracing Docker. He values community involvement and aims to create more technical content while engaging in international talks. He highlights Docker Compose as a favorite feature, especially for managing AI models. Read more to discover his insights and experiences in the Docker community!...
Pradumna Saraf
2025-10-08 07:16
🌐 Quantum computing is emerging as a transformative technology for developers and businesses. Unlike classical computing, which uses bits (0s and 1s), quantum computing employs qubits, allowing for superposition and entanglement. 🔍 These concepts enable quantum computers to tackle complex problems that classical systems struggle with, such as optimizing financial portfolios or drug design. 🔗 Red Hat is adapting its platforms to integrate quantum capabilities, ensuring developers are prepared...
Maarten Vandeperre
2025-10-08 00:00
Managing GitLab at scale requires careful object storage setup for optimal performance and security. Utilize a consolidated form for GitLab components to streamline configurations and enable encrypted S3 buckets. For container registries, a separate setup with the new s3_v2 driver is necessary. Ensure you disable proxy downloads for better performance and adopt identity-based authentication methods for improved security. #GitLab #ObjectStorage #CloudComputing #DevOps #DataSecurity 🌐🔐📦
Tim Rizzi
2025-10-08 00:00
📢 Exciting news for developers! Learn how to fine-tune the Gemma 3 270M model for custom tasks, such as creating an emoji translator. This guide offers a step-by-step process to optimize and run the model on-device for a fast and private user experience. Key steps include fine-tuning, quantizing for efficiency, and deploying in a web app using MediaPipe or Transformers.js. Unlock the potential of AI with accessible technology! 🚀🤖 #AI #MachineLearning #Gemma3 #WebDevelopment #OnDeviceAI
2025-10-07 17:00
Discover how NVIDIA is tackling the challenges of deploying large language models (LLMs) through innovative techniques like model pruning and knowledge distillation. 🌟 These methods enable the creation of smaller, efficient models while maintaining performance. Pruning removes unnecessary parameters, leading to faster and cost-effective solutions in natural language processing. Learn how to apply these strategies using the NVIDIA TensorRT Model Optimizer. #NVIDIA #MachineLearning...
Max Xu
2025-10-07 15:00
🚀 Building a Python MCP Server is now easier than ever! This tutorial guides you through setting up your development environment, creating an MCP server with FastMCP, and automating package publishing to PyPI using CircleCI. You'll learn to build a document parsing server that enhances LLMs by extracting text from various formats. Get ready to extend your AI capabilities! 📦📄 #Python #MCP #FastMCP #AI #CircleCI
Armstrong Asenavi
2025-10-07 14:41
🚗 Excited to share insights from my journey as a Data Scientist at Lyft, focusing on my starter project with the Rider Experience Score (RES) tool. RES helps measure the long-term impact of rider experiences, like ETA, on retention without relying solely on A/B tests. 📊 I navigated various challenges to improve the RES pipeline, collaborating with colleagues to identify key rider experiences and ensure accurate causal estimates. Lyft is hiring! If you're interested in Data Science, check out...
Jacob Nogas
2025-10-07 13:00
Open Source Genius faced a challenge with increasing document chaos, termed "entropy debt," while managing multiple AI projects. 📄 Instead of hiring more staff or adding SaaS tools, they developed an AI-powered file automation agent using Docker’s MCP Toolkit and Claude Desktop. This solution saves each team member two hours weekly! ⏳ With the goal of creating over $100M in small business value by 2027, OSG effectively streamlined their processes and improved productivity. 💡 #OpenSource...
Ryan Wanner
2025-10-07 07:00
🚀 HyperShift revolutionizes Kubernetes management with hosted control planes in Red Hat OpenShift. This innovative feature reduces costs and complexity while enhancing scalability. It allows for faster cluster creation and upgrades, making it easier to manage large fleets. HyperShift’s architecture enables hosted control planes to run on a management cluster, optimizing resource usage. Key considerations include configuring networking, storage, and certificate management for security. Explore...
Andre Rocha
2025-10-07 07:00
🔒 Learn how to sign RPM packages in Red Hat Enterprise Linux 10.1 using quantum-resistant cryptography. This article details the process for developers and vendors to enhance software security through strong signatures. It covers generating OpenPGP keys, configuring RPM, and integrating these steps into existing workflows. Post-quantum cryptography (PQC) aims to protect against future quantum attacks by using hybrid keys and signatures. RPM 6 supports multiple signatures, ensuring both...
Jakub Jelen
2025-10-07 00:00
Understanding the JWT Family: JOSE, JWS, JWE, JWK, and JWA. 🔍 This article clarifies these terms, which are essential in modern authentication. JOSE is a framework for securely transferring claims, while JWS ensures data integrity and authenticity through signatures. JWE deals with encrypted messages, JWK provides keys, and JWA outlines the algorithms used. Together, they create a cohesive system for secure data exchange. 🔑📦 #Cybersecurity #JWT #DataIntegrity #SecureData #JOSE
Andrea Chiarelli
2025-10-07 00:00
Unlock the power of timely reminders! 📅 This tutorial guides developers on how to schedule SMS notifications using Twilio's Programmable Messaging API with Laravel. It simplifies the process, ensuring you can set up reminders efficiently. Learn to enhance your application’s communication features today! 📲 #Twilio #Laravel #SMS #WebDevelopment #Coding
Lucky Opuama
2025-10-07 00:00
🔗 Connect your Voice AI Agent to a Twilio Conference using a TwiML Application! This article provides a step-by-step guide on integrating Voice AI with Twilio's conferencing features. It covers the necessary setup and coding to streamline communication effectively. For developers looking to enhance interactions, this tutorial is a valuable resource. #VoiceAI #Twilio #TwiML #DeveloperTutorial #TechIntegration
Dan Bartlett, Margot Hughan
2025-10-06 16:00
🌐 Navigating the world of software development involves understanding risks, especially in open source projects. The article discusses the complexities surrounding Ruby and its community, emphasizing the importance of maintaining trust in software systems. Key points include the necessity of regular updates and maintenance of open source packages, as well as the underlying fiduciary duties that developers must recognize. For developers, acknowledging the balance of personality, funding, and...
David Eastman
2025-10-06 15:00
Explore the latest tutorial on automating RAG pipeline evaluation with RAGAS! 🚀 The article outlines key steps, including setting up the evaluation dataset, orchestrating your pipeline, and automating performance checks with CircleCI. With RAGAS, you can measure crucial aspects like faithfulness and context relevance, ensuring reliable RAG applications. Learn how to maintain quality as your system evolves! 🔧📈 #RAG #Automation #DataScience #MachineLearning #CircleCI
Muhammad Arham
2025-10-06 14:35
Unlock your productivity with ReSharper! 🚀 This essential Visual Studio extension offers features every .NET developer should know. From Initial Letter Search to Contextual Navigation, it streamlines your coding experience. Navigate quickly and efficiently with Recent Locations and Changes, making it easier to read and implement features. Explore the top nine features that can enhance your workflow! #ReSharper #DotNet #VisualStudio #Coding #DeveloperTools
Matthias Koch