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Tuesday, December 16, 2025

Deliver secrets to Kubernetes pods without storing in etcd, using VSO

2025-12-16 15:00
🔒 The Vault Secrets Operator (VSO) enhances secrets management in Kubernetes by syncing HashiCorp Vault secrets directly into Kubernetes Secret objects. However, the default method stores these secrets unencrypted in etcd, raising security concerns. With Vault Enterprise's protected secrets model, secrets are delivered into pods without being stored in etcd. This method uses a CSI driver to mount secrets dynamically at runtime, ensuring they are only available within the pod and removed when...
Isabela Palanca Aureus

Chainguard Takes Over Maintenance of Aging OSS Projects

2025-12-16 14:00
Chainguard has launched EmeritOSS to support aging open source software (OSS) projects. This model aims to provide a stable environment for mature projects needing maintenance. 🌐 Many OSS projects become security risks when maintainers step away. The xz-utils incident highlights the potential dangers of inadequate transitions. Kaniko is part of this initiative, addressing customer needs after Google announced its archiving in 2025. 🔧 #OpenSource #SoftwareDevelopment #Security #Chainguard...
Darryl K. Taft

Develop and deploy voice AI apps using Docker

2025-12-16 14:00
🚀 Voice AI is the future of conversational technology, but its complexity can be daunting. This article discusses how Docker simplifies the deployment of voice AI applications. 🔍 By utilizing open-source technologies, developers can create custom voice AI agents that operate on personal devices. Docker containers provide a reliable environment for building and scaling these applications. 💡 The EchoKit platform is highlighted as a practical example, featuring a server-client setup that enables...
Source: Docker Blog
Jennifer Kohl

How Uber Indexes Streaming Data with Pull-Based Ingestion in OpenSearch™

2025-12-16 14:00
Uber leverages OpenSearch™ to enhance its streaming data indexing through a pull-based ingestion framework. This architecture allows for efficient search capabilities and highlights Uber's contributions to the OpenSearch project. Learn how these innovations are transforming data management at Uber. 📊🔍 #Uber #OpenSearch #DataIngestion #TechInnovation #StreamingData

Your 2025 Stacked: A year of knowledge, community, and impact

2025-12-16 14:00
🚀 2025 was a significant year for Stack Internal! Your 2025 Stacked is now available, showcasing the collective achievements of your community. This summary highlights key contributions, including top contributors and popular posts that shaped your year. From engaging questions to impactful articles, see how knowledge sharing drove your organization forward. Explore this year's highlights and celebrate your team's efforts! 🌟📈 #StackInternal #KnowledgeSharing #CommunityImpact #YearInReview...
Carrie Koos

APJC’s AI Leap: A 2025 Cybersecurity Retrospective

2025-12-16 13:00
🌏 As 2025 wraps up, the APJC region stands out in AI adoption and cybersecurity challenges. Cisco reports a surge in ransomware targeting Japan with incidents increasing by 1.4 times this year. Despite risks, 23% of employees utilized public GenAI tools, highlighting the rapid shift to AI in workplaces. Key themes for Cisco include: 🔐 Built-in security 📈 Simplicity at scale 🤖 AI-led threat detection Collaborations with institutions like the University of Queensland and innovations like Cisco...
Huey Ong

Cisco Duo Unveils First Production Deployment of Foundation AI

2025-12-16 13:00
🚀 Cisco Duo has achieved a significant milestone with the launch of Cisco Identity Intelligence, the first product powered by its own AI model, Foundation-sec-1.1-8B-Instruct. This innovation enhances identity security by offering real-time insights into user behavior, helping organizations detect risks related to access and devices. 📰 The platform provides a weekly email digest to over 2,000 customers, summarizing critical identity events and trends, enabling quick responses to potential...
Yaron Singer

Training Wheels Off: Lessons in Leadership and Letting Go

2025-12-16 13:00
🚴‍♀️ Reflecting on a meaningful milestone, David Drummond shares how teaching his daughter to ride a bike without training wheels parallels lessons in leadership. During Cisco’s annual shutdown, he emphasizes the importance of perseverance, learning from failures, and embracing challenges—essential qualities for personal and professional growth. How do you approach adversity? #Leadership #PersonalGrowth #Cisco #Resilience #LearningJourney
David Drummond

Key Challenges that Impede Segmentation Progress

2025-12-16 13:00
The 2025 Cisco Segmentation Report highlights key challenges in segmentation implementations. Complexity, visibility, and context are the main issues organizations face, leading to a high failure rate in segmentation projects. A significant 94% of organizations report facing challenges, with 87% acknowledging the need for improvement in their segmentation processes. Understanding these hurdles can help ease the transition to effective segmentation. 📊🔍 #NetworkSecurity #Segmentation...
Aamer Akhter

Open Source: Inside 2025’s 4 Biggest Trends

2025-12-16 13:00
AI was a major focus in 2025, alongside key issues like licensing, security, and shifts in the commercial open-source model. Open source AI gained traction, with projects like Common Corpus providing alternatives to proprietary models. The debate on what qualifies as open source continues, but the foundation remains strong. Significant developments include the Model Context Protocol (MCP), which enhances agent communication and integration, further supported by Google's recent donation to the...
Steven J. Vaughan-Nichols

Cline now runs on Vercel AI Gateway

2025-12-16 13:00
Cline, the open-source coding agent for developers, now operates on the Vercel AI Gateway. With over 1 million developers and 4 million installations, Cline integrates AI into the development environment, emphasizing openness and transparency. To support this mission, the team chose infrastructure that is fast, reliable, and based on open standards. 🌐💻✨ #Cline #OpenSource #AICoding #VercelAI #DeveloperTools
Source: Vercel Blog
Dan Fein

Export Observability query results to CSV or JSON

2025-12-16 13:00
🚀 New Feature Alert! You can now export your Observability query results as CSV or JSON files. This makes it easier to analyze and share your Vercel data outside the dashboard. Simply click the download icon on any query to get started. This feature is available for all teams using Observability Plus. #Vercel #DataExport #Observability #TechUpdates
Source: Vercel Blog
Damien Simonin Feugas

Vercel Knowledge Base

2025-12-16 13:00
📚 Vercel has launched a new Knowledge Base for developers! It features guides, tutorials, and best practices for building on the Vercel platform. You can learn how to create apps with AI, host backends with your favorite frameworks, and secure your applications efficiently. Explore resources using semantic AI search, chat with an AI agent, or filter guides by product or feature. #Vercel #DeveloperTools #AIGuides #WebDevelopment #TechResources
Source: Vercel Blog
Skully Paoli

Docker Model Runner now included with the Universal Blue family

2025-12-16 12:24
🚀 Exciting news for developers! Docker Model Runner is now part of the Universal Blue family. This tool simplifies running large language models with just one command: `docker model run`. It supports a broad range of GPUs, including NVIDIA, AMD, and Intel. Universal Blue provides a seamless AI development environment, allowing developers to dive right in without setup or configuration. Just open a terminal and start running models! Get started today with Bluefin or Aurora. #Docker #AI...
Source: Docker Blog
Yiwen Xu

Rust vs C++: competition or evolution in systems programming for 2026

2025-12-16 12:24
C and C++ have long been foundational in software development, providing low-level control over memory and performance. However, the rise of Rust presents a new option for systems programming. Rust emphasizes memory safety and modern tooling, addressing challenges found in C++. Its design enforces safety through ownership and borrowing, reducing runtime bugs. While both languages show comparable performance in benchmarks, the choice between C++ and Rust ultimately depends on project needs and...
Irina Mihajlovic

The ROI of autonomous validation: How to unlock $1.8M in engineering value

2025-12-16 11:50
Unlocking engineering value through autonomous validation is a game-changer for CI/CD processes. This innovative approach addresses the challenges of traditional pipelines by understanding code changes in context, leading to reduced delivery friction. An ROI calculator is introduced to measure the financial impact of these shifts. Key areas of improvement include shorter feedback cycles, better recovery insights, and enhanced review processes. For teams, this means significant time and budget...
Rob Zuber

Agents, Protocols, and Why We’re Not Playing Favorites

2025-12-16 10:10
JetBrains clarifies its stance on AI agents amid recent developments. 🤖 With the introduction of AgentHQ by GitHub, some users wondered if support for ACP (Agent Client Protocol) would diminish. JetBrains confirms it will not favor any specific protocol. ACP is an open standard for various IDEs to interact with AI agents, while AgentHQ is a GitHub-centric management system. JetBrains remains committed to supporting multiple protocols and ensuring agent portability. For agent builders, the...
Denis Shiryaev

Live from re:Invent…it’s Stack Overflow!

2025-12-16 08:40
📢 Live from AWS re:Invent! Ryan Donovan hosts Stack Overflow's CEO Prashanth Chandrasekar and Director of Data Science Michael Foree. They discuss key themes from the event, including AI agents and the enterprise's trust issues regarding AI. Prashanth highlights the growing interest in AI, emphasizing the need for trust in its adoption. For more insights, check out the full recap on our blog! #AWS #AI #TechTrends #StackOverflow #reInvent2025
Phoebe Sajor

Everything we shipped at Sketch in 2025

2025-12-16 08:00
🚀 Exciting updates from Sketch in 2025! This year, we launched three major releases: Athens, Barcelona, and Copenhagen, each packed with new features. Highlights include the introduction of Stacks and Frames, enhancing layout flexibility and design capabilities. The Command Bar now supports quick component access, streamlining your workflow. With the Barcelona update, we introduced a new glass effect for designing on iOS and macOS 26, along with progressive blurs and fade effects. Stay tuned...
Source: Sketch Blog
Freddie Harrison

Improve RAG retrieval and training with Feast and Kubeflow Trainer

2025-12-16 07:01
🚀 Retrieval Augmented Generation (RAG) enhances AI language models by combining them with external knowledge bases, improving accuracy and context. 🔧 The integration of Feast, an open-source feature store, with RAG optimizes feature management, ensuring consistent training and inference. 🛠️ Introducing the FeastRAGRetriever, which supports various search methods for better information retrieval and seamless integration with Hugging Face Transformers. #AIML #MLOps #DataScience #FeatureStore #RAG
Esa Fazal, Fiona Waters

Own Your Observability: Supabase Metrics API

2025-12-16 07:00
🚀 Streamline your database monitoring with Supabase's new Metrics API! You can now export your Supabase database telemetry into any Prometheus-compatible observability stack. This includes popular platforms like Grafana Cloud and Datadog. The API allows full control over monitoring, visualization, and alerting, enhancing your overall observability. 📊 Say goodbye to siloed metrics! Correlate API latency with database performance effortlessly. #Supabase #MetricsAPI #Observability...

How AI-Enabled Tooling Boosted Code Output 30% — While Keeping Quality and Deployment Safety Intact

2025-12-16 00:25
🚀 Salesforce's Chief Availability Officer, Darryn Dieken, shares insights on boosting engineering productivity. His team has unified tools across diverse runtimes, enhancing code output by 30% while maintaining quality and safety. 🔍 They support 200,000 changes weekly across 25 Hyperforce regions, focusing on developer efficiency and operational excellence through AIOps and automated workflows. 💡 By adopting a portfolio approach to AI tools, engineers can choose what fits their needs while...
Scott Nyberg

AI Gateway now Generally Available

2025-12-16 00:00
🚀 Exciting news for Netlify users! AI Gateway is now generally available. This fully managed service simplifies building AI-powered apps by automating model keys, setup, and monitoring. Explore the capabilities in our latest blog post and check out the fun AI Gateway gameshow demo! 🎮 For more examples, see how AI can generate images or summarize form submissions. To use AI Gateway, ensure you have a Credit-based or Enterprise plan. #Netlify #AIGateway #TechUpdates #WebDevelopment #AI
Source: Netlify Blog

Building the Future Together: Introducing the Twilio Partner Advisory Board

2025-12-16 00:00
🚀 Twilio has announced the formation of its Partner Advisory Board, aimed at collaborating with top system integrators and tech partners. This initiative is set to influence product strategy and enhance offerings in global markets starting in 2026. Stay tuned for updates as they work together to shape the future! #Twilio #Partnerships #TechInnovation #ProductStrategy #AdvisoryBoard
Kevin Wagner

Developer’s guide to multi-agent patterns in ADK

2025-12-16 00:00
Unlock the potential of multi-agent systems with the latest guide on using the Agent Development Kit (ADK)! 🚀 This article discusses the importance of decentralization in AI, highlighting how multi-agent design patterns enhance modularity and reliability. It introduces 8 key patterns, including the Sequential Pipeline, which simplifies data processing by assigning specific roles to agents. With practical examples and pseudocode, developers can build efficient agent teams that minimize errors...

Elastic and Alteryx: Powering trusted, search-ready data for enterprise agents

2025-12-16 00:00
Elastic and Alteryx have teamed up to enhance enterprise AI with trusted data solutions. 🤝 Their integration supports the development of reliable AI agents by ensuring high-quality, curated data is used for context. This partnership combines Alteryx’s data preparation tools with Elasticsearch’s vector database capabilities. This means organizations can build scalable and explainable AI applications, improving decision-making and automation. 💡 #AI #DataIntegration #EnterpriseSolutions #Elastic...
Source: Elastic Blog
Sunnie Weber

Elastic Cloud Serverless on Google Cloud expands globally

2025-12-16 00:00
🚀 Exciting news! Elastic Cloud Serverless is now available in four new Google Cloud regions: Singapore, London, Frankfurt, and the Netherlands. 🌍 This expansion increases the total serverless regions to 10, enhancing Elastic’s presence in Europe and APAC. The service is fully managed and automatically scales to meet your needs, allowing you to focus on innovation without the burden of operations. Leverage advanced AI capabilities and the latest features to optimize your data querying and...
Source: Elastic Blog
Yuvraj Gupta,Brian Bergholm

FAPI for Developers: Here Is Your Guide

2025-12-16 00:00
📢 A new ebook, "A Developer’s Guide to FAPI," is now available! This resource explains the importance of FAPI for regulated industries and how it enhances security beyond OAuth bearer tokens. FAPI introduces rigorous security protocols that help protect high-stakes data, shifting from a passive to an active identity verification model. It emphasizes secure access tokens through Mutual TLS (mTLS) and Demonstration of Proof-of-Possession (DPoP). Learn more about implementing these standards for...
Source: Auth0 Blog
Andrea Chiarelli

Hosting Postgres with GeoLite2: a practical guide to IP geolocation, data loading, and updates

2025-12-16 00:00
Unlock the potential of IP geolocation with MaxMind's GeoLite2 and Postgres! 🌍 This guide details the benefits of loading GeoLite2 into Postgres vs. using the binary format. Postgres is ideal for joining data and running batch operations, while the binary format is simpler for quick IP lookups. Learn about deployment options, including using initialization scripts for easy setup. 📊 Explore efficient geolocation data handling! #Postgres #GeoLite2 #IPGeolocation #DataManagement #TechGuide
Source: Railway Blog

New Prerender extension

2025-12-16 00:00
🚀 The new Prerender extension is now available for all Netlify users! This extension automatically serves pre-rendered HTML to crawlers and preview services, while regular visitors see your standard JavaScript app. 🔍 It's specifically designed for JavaScript-heavy applications, such as SPAs built with React, Vue, or Angular. 📅 Note that the legacy prerendering feature is deprecated and will be disabled on various dates in 2026. Check the timeline to see how it may impact your plan. For more...
Source: Netlify Blog

New Twilio Interconnect Location - São Paulo

2025-12-16 00:00
🌍 Twilio is expanding its reach! We are excited to announce a new Interconnect exchange location in São Paulo, Brazil. This expansion marks our entry into the South American market, enhancing connectivity for developers and businesses in the region. Stay tuned for more updates! #Twilio #Interconnect #SãoPaulo #TechNews #BusinessExpansion
Bill Harrison

Observability is here

2025-12-16 00:00
🚀 Netlify Observability provides real-time insights into your project's performance and resource usage. You can monitor requests, bandwidth, and runtime behavior to optimize web performance and address errors effectively. This feature is available for Credit-based and Enterprise plans. Legacy plan users can view a widget for a sneak peek at observability data. For more details, visit the Observability docs. #Netlify #WebPerformance #Observability #Monitoring #WebDevelopment
Source: Netlify Blog

Serverless functions vs containers: CI/CD, database connections, cron jobs, and long-running tasks

2025-12-16 00:00
🌐 Exploring the differences between serverless functions and containers can help optimize your deployment strategies. Both approaches support automatic deployments from GitHub, but they handle tasks differently. Serverless platforms deploy functions, while containers offer persistent services. Key considerations include database connections, scheduled jobs, and long-running tasks. The choice between them depends on your application needs. Learn more about which approach may suit your project...
Source: Railway Blog

Using MotherDuck with PlanetScale

2025-12-16 00:00
🚀 Exciting news for data professionals! PlanetScale now supports the pg_duckdb extension for Postgres, enhancing analytics capabilities with DuckDB. 🔗 This integration allows seamless OLTP and OLAP queries, simplifying data movement between formats. Users can offload heavy analytics queries to MotherDuck’s cloud, ensuring optimal application performance. 📈 For setup, enable pg_duckdb in your database, grant necessary permissions, and add your MotherDuck token. Check the documentation for...

Monday, December 15, 2025

How We Unlocked Performance at Scale with Jira Platform

2025-12-15 23:55
🚀 Jira Cloud is evolving! The platform is shifting to a cloud-native, multi-tenant architecture aimed at enhancing performance, speed, and reliability. This transformation addresses the limitations of the previous single-tenant database model, ensuring better support for larger customers and more efficient data management. Key challenges tackled include enabling scalability, optimizing for reads, and improving access patterns for a more responsive user experience. #JiraCloud...
Jovana Dunisijevic

How Temporal Powers Reliable Cloud Operations at Netflix

2025-12-15 23:51
🚀 Netflix has adopted Temporal, a Durable Execution platform, to enhance its cloud operations since 2021. This tool significantly reduces transient deployment failures from 4% to 0.0001%. Temporal streamlines processes for Spinnaker, Netflix's multi-cloud delivery platform, enabling more reliable and efficient deployments. With over 100 use cases and growing, Temporal is now integral to Netflix's operations. #Netflix #CloudComputing #Temporal #DevOps #SoftwareEngineering
Netflix Technology Blog

Behind the screens: Accessible design is good design

2025-12-15 23:50
At Atlassian, accessibility is integral to our design process, not just an afterthought. Our Design System ensures all apps meet accessibility standards from the start. We established an Accessibility team to embed inclusion in design and engineering. This proactive approach aims to enhance usability and quality across all products. Key principles include accessibility by default, tooling for real-time issue identification, and empowering creators to design inclusively. Regular audits help us...
Laura Huerta

From static spreadsheets to strategic agility: How CNA Insurance unified planning with Atlassian’s Strategy Collection

2025-12-15 23:22
CNA Insurance transformed its strategic planning by integrating Atlassian’s Strategy Collection. 🚀 Previously, the organization faced challenges with disconnected tools, leading to stalled decisions and outdated data. By unifying their planning and execution, they achieved significant time savings and improved visibility. 📊 Key outcomes include: - 1.2M–1.5M automations annually - $3.5M–$4M in time savings - 50% of agile coaches reassigned to higher-value tasks Learn more about their journey!...
asedghi

Making the Cyber Resilience Act Work for Open Source

2025-12-15 22:00
As the EU Cyber Resilience Act (CRA) approaches its implementation, software manufacturers are assessing its impact on security and compliance. Red Hat emphasizes its commitment to both enterprise open source solutions and cybersecurity. The company has established a comprehensive program to align with CRA requirements, ensuring secure development practices are ingrained in their processes. While the CRA raises security expectations across the industry, it may challenge smaller projects....
Roman Zhukov

Automate more in Jira: A guide to Forge Automation Actions

2025-12-15 21:26
Unlock the potential of your workflows with Forge Automation Actions in Jira! 🚀 These custom automation steps allow you to automate repetitive tasks, saving time and minimizing errors. They integrate seamlessly with the Automation rule builder, enabling users to enhance their Jira experience effortlessly. With Forge, you can connect to external services, apply custom logic, and enrich Jira work items with relevant data from systems like CRMs. 📊 Discover how to streamline your tasks today!...
Caterina Curti