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Tuesday, January 27, 2026

Building a serverless, post-quantum Matrix homeserver

2026-01-27 14:00
🚀 Exciting news in decentralized communication! A complete Matrix homeserver has been successfully ported to Cloudflare Workers. This innovation delivers encrypted messaging at the edge, featuring automatic post-quantum cryptography. Traditionally, running a Matrix homeserver involved complex system administration and high operational costs. Now, this serverless architecture eliminates those burdens, making deployment easier and more efficient. For developers, this means lower costs, low...
Nick Kuntz

How My Cisco Community Helped Me Through Cancer — and Back to Life

2026-01-27 13:00
🌟 Jeremy K., a Capital Program Manager at Cisco, shares his journey of battling cancer and the support he received from his Cisco community. Facing a tough diagnosis, he found strength not only in his medical team but also in the people around him. Cisco's people-first culture played a crucial role in his recovery. From innovative corporate real estate to heartfelt connections, Jeremy emphasizes the importance of community during life's challenges. 💪💙 #CiscoCommunity #CancerJourney...
Jeremy Klaniecki

AGENTS.md outperforms skills in our agent evals

2026-01-27 13:00
AGENTS.md has proven to outperform skills in teaching coding agents about Next.js 16 APIs. In evaluations, AGENTS.md achieved a 100% pass rate with a compressed 8KB docs index, while skills only reached 79%. The study highlights the importance of providing direct context over relying on agents to invoke skills. For practical setup in your Next.js projects, use the command: `npx @next/codemod@canary agents-md`. 🔍📑💻 #NextJS #CodingAgents #AGENTSmd #WebDevelopment #TechInsights
Source: Vercel Blog
Jude Gao

How Sensay went from zero to product in six weeks

2026-01-27 13:00
🚀 Sensay achieved an MVP launch in just six weeks! The team utilized Vercel previews, feature flags, and instant rollbacks to streamline their process. They maintained a single codebase and adapted quickly to changes—all without a dedicated DevOps team. This approach highlights the power of agility in product development. #TechInnovation #MVP #AgileDevelopment #Vercel #Startups
Source: Vercel Blog
Eric Dodds

Introducing the vercel api CLI command

2026-01-27 13:00
🚀 Exciting news for developers! Vercel has released version 50.5.1, introducing a new API command. This command allows direct access to Vercel's full suite of APIs from your terminal. AI agents, like Claude Code, can now interact seamlessly with Vercel without extra setup. You can list APIs, build requests, or send them directly using simple CLI commands. Get started with `npx vercel@latest api --help`. #Vercel #APIs #DeveloperTools #CLI #TechUpdate
Source: Vercel Blog
Tom Knickman

Rust vs JavaScript & TypeScript: performance, WebAssembly, and developer experience

2026-01-27 11:22
🚀 Rust and JavaScript/TypeScript (JS/TS) are not rivals; they complement each other in the tech ecosystem. JS/TS offers unmatched flexibility and a vast ecosystem, while Rust excels in performance and memory safety. WebAssembly enables Rust to enhance JS/TS applications, allowing for hybrid architectures that combine their strengths. Recent surveys show a growing interest in Rust, especially for backend and performance-critical tasks, while JS/TS remains dominant for UI flexibility. #Rust...
Irina Mihajlovic

Alyah ⭐️: Toward Robust Evaluation of Emirati Dialect Capabilities in Arabic LLMs

2026-01-27 10:26
Introducing Alyah ⭐️, a new initiative focused on evaluating Emirati dialect capabilities in Arabic Language Models (LLMs). The project aims to enhance understanding and performance of these models in local dialects, ensuring they meet user needs effectively. Stay tuned for updates on this important development in language technology! 🌍🗣️ #Alyah #ArabicLLMs #EmiratiDialect #LanguageTechnology #AI

A Year of Creator Wins: Highlights from the JetBrains Content Creators Program 2025

2026-01-27 09:44
🚀 The JetBrains Content Creators Program welcomed over 200 new members in 2025, showcasing remarkable growth and creativity. Creators like Carlos Belenguer Jover shared their journey of turning personal brands into thriving ventures, emphasizing the role of JetBrains tools in their success. Others, like Miguel Teheran, highlighted unexpected transitions, adapting to new tools that enhanced their content. Anton Martynyuk celebrated reaching 20K newsletter subscribers and gaining MVP...
Boris Ageev

Spy vs spy at scale

2026-01-27 08:40
🚨 In a recent discussion, Ryan speaks with Anthony Vinci, a former senior intelligence officer, about AI's impact on intelligence. They delve into how technologies like translation and image analysis are reshaping espionage. Vinci emphasizes the need for democratized intelligence to help citizens protect their privacy and safety. Explore the insights from Vinci's book, "The Fourth Intelligence Revolution," which highlights AI's role in global intelligence conflicts. 🌐 Learn more on Anthony's...
Phoebe Sajor

How to install Red Hat Developer Hub

2026-01-27 08:01
🚀 Ready to simplify your installation of Red Hat Developer Hub? The latest article guides you through a basic setup, making use of Helm charts or operators. It highlights the need for a namespace in Red Hat OpenShift and creating an OperatorGroup and subscription to get started. After installation, you can enhance guest user permissions for better experimentation. The article also touches on future integrations with GitHub and dynamic plug-ins. Explore more to streamline your enterprise...
Joshua Canter

Supabase PrivateLink is now available

2026-01-27 07:00
🚀 Supabase has launched PrivateLink, allowing secure database connections over private AWS networks. This feature ensures that your connections remain within the AWS infrastructure, eliminating exposure to the public internet. 🔒 For industries handling sensitive data, this solution enhances security and compliance, reducing attack surfaces and enabling complete control over public access. 🌐 By using AWS VPC Lattice, users can create a private endpoint for seamless access. This setup typically...

Enterprise AI Agent Trends: Top Use Cases, Governance + Evaluations and More

2026-01-27 06:45
🚀 The landscape of enterprise AI is evolving quickly. Organizations are adopting AI agents for various practical applications. Key use cases include customer service, data analysis, and operational efficiency. Governance and evaluation of these AI systems are becoming crucial as companies integrate them. Stay informed about these trends to leverage the potential of AI in your business. #EnterpriseAI #AIAgents #BusinessTrends #Innovation

Unlocking Agentic RL Training for GPT-OSS: A Practical Retrospective

2026-01-27 01:53
Unlocking agentic reinforcement learning (RL) enhances traditional LLM training by focusing on multi-step decision-making. This method enables models to optimize performance through direct interaction with their environment, rather than relying on static data. It supports continuous learning by adjusting to outcomes and refining actions over time. Key processes include collecting on-policy data, computing rewards, and updating policies for improved future interactions. #ReinforcementLearning...

Streamlining your Rovo Dev CLI workflow with event hooks

2026-01-27 00:53
🚀 Streamline your Rovo Dev CLI workflow with the new Event Hooks! These hooks automate repetitive tasks, allowing you to focus on what truly matters. 🔍 Event hooks let you add custom actions to specific moments in the agent's lifecycle, enhancing efficiency and reducing distractions. Common uses include sending notifications, running tests, or opening logs when needed. Learn more about how to implement these features and boost your productivity! #RovoDev #EventHooks #Productivity #Atlassian...
Jovana Dunisijevic

8 Best Software Documentation Tools for 2025

2026-01-27 00:09
In the article "8 Best Software Documentation Tools for 2025," the importance of effective software documentation is highlighted through the example of the Mars Climate Orbiter failure in 1999. 📉 Poor documentation led to a significant loss for NASA, illustrating the risks of overlooked details in software development. The piece discusses various types of documentation: developer, project, and marketing. Each plays a crucial role in ensuring clear communication and reducing errors in software...

How to set up GitLab SAML SSO with Google Workspace

2026-01-27 00:00
Streamline user access by integrating GitLab SAML SSO with Google Workspace! 🔒 This guide outlines how to configure SAML-based single sign-on, allowing users to log in to GitLab using their Google credentials. The setup includes automatic group synchronization, ensuring permissions reflect Google group memberships. Key benefits include centralized access control, enhanced security, and reduced administrative tasks. For complete instructions, refer to the detailed guide. #GitLab...
Source: GitLab Blog
Omid Khan

It’s incredible. It’s terrifying. It’s MoltBot.

2026-01-27 00:00
🚀 Meet MoltBot, the open-source AI agent transforming how we interact with technology! In just an hour of setup, it built a fully functional kanban board and even made a restaurant reservation using AI voice software. Its ability to dynamically adapt and take action autonomously showcases its potential. However, this innovation raises security concerns, as its memory and configurations are stored in plain text. With powerful capabilities comes the need for careful management of access and...
info@1password.com (Jason Meller)

It’s incredible. It’s terrifying. It’s OpenClaw.

2026-01-27 00:00
OpenClaw, a new open-source AI agent, is gaining attention in the tech community for its ability to autonomously perform tasks. Users have reported impressive feats, such as securing restaurant reservations without pre-programmed routines. However, there are concerns about security, as OpenClaw stores sensitive data in plain text, making it vulnerable to attacks. As the AI landscape evolves, the need for robust security measures becomes crucial. 1Password aims to bridge this gap by providing...
info@1password.com (Jason Meller)

Tailor Gemini CLI to your workflow with hooks

2026-01-27 00:00
🚀 Tailor your workflow with new Gemini CLI hooks (v0.26.0+)! These hooks allow you to customize the agentic loop without modifying source code. You can add context, enforce security policies, and block unauthorized actions using custom scripts at key points in your workflow. 💡 Improve efficiency by optimizing tool usage and receiving timely notifications. #GeminiCLI #TechUpdate #SoftwareDevelopment #Hooks #Customization

Monday, January 26, 2026

Brain drain: Are Zombie Projects eating your team’s productivity alive?

2026-01-26 23:25
🎢 Have you ever encountered a Zombie Project at work? These projects linger without progress, draining team productivity and morale. A recent survey by Atlassian reveals that 44% of workers feel burdened by them, leading to stress and potential burnout. With rapid changes in the work environment, addressing these stagnant projects is crucial for maintaining efficiency. #Productivity #WorkLife #ZombieProjects #Teamwork #BurnoutAwareness
Lauren Parker

BellSoft bets Java expertise can beat hardened container wave

2026-01-26 23:00
🌟 BellSoft is making strides in the hardened container market with its extensive Java expertise. The company recently launched BellSoft Hardened Images at KubeCon, aiming to optimize Java workloads while enhancing security. CEO Alexander Belokrylov highlights the potential of this emerging market, especially given the high number of vulnerabilities in Java services. BellSoft's focus on reducing unnecessary components in containers sets it apart from competitors. 🛡️ #HardenedContainers #Java...
Darryl K. Taft

Adaptive Inference in NVIDIA TensorRT for RTX Enables Automatic Optimization

2026-01-26 21:00
NVIDIA's TensorRT for RTX is changing the game for AI application deployment. 🤖✨ This lightweight inference library, under 200 MB, offers a Just-In-Time (JIT) optimizer that compiles engines in under 30 seconds. It allows real-time optimization without manual tuning or multiple build targets. With adaptive inference, engines automatically adjust to specific hardware, improving performance progressively as applications run. Key features include Dynamic Shape specialization, built-in CUDA...
George Stefanakis

Clawdbot with Docker Model Runner, a Private Personal AI Assistant

2026-01-26 20:51
Transform your daily life with Clawdbot and Docker Model Runner! 🤖 Personal AI assistants are evolving, but privacy concerns are rising. Clawdbot, a self-hosted AI, works with messaging apps and keeps your data secure. 🔒 Docker Model Runner allows you to run models on your hardware, ensuring data sovereignty and cost control. No unexpected fees and no third-party training! 💰 Learn how to configure this powerful duo for a privacy-first personal assistant. #PersonalAI #DataPrivacy #Clawdbot...
Source: Docker Blog
Yiwen Xu

How Perk cut recovery time to 31 minutes with centralized rollbacks in CircleCI

2026-01-26 20:40
🚀 Perk's DevOps team has successfully reduced incident recovery time to just 31 minutes using CircleCI's centralized rollback feature. By leveraging the Platform Team Toolkit, they've scaled these benefits across multiple services. This partnership is crucial for maintaining CI/CD pipelines for the Builders department. Perk utilizes a cloud-native architecture, ensuring scalability and reliability. Their modern services also embrace serverless solutions to enhance efficiency. Curious how this...
James Butherway

The AI Evolution of Graph Search at Netflix

2026-01-26 19:01
🔍 Netflix is evolving its Graph Search platform by integrating AI to enhance search capabilities. Natural language processing is now being used, allowing users to query in everyday language instead of complex structured queries. This shift aims to improve user experience and reduce friction in retrieving information. The first part of a three-part series details how Netflix is implementing and refining this AI-driven approach. Stay tuned for more updates! 🚀 #Netflix #AI #GraphSearch...
Netflix Technology Blog

AI DevOps vs. SRE agents: Compare AI incident response tools

2026-01-26 19:00
AI agents are transforming incident response in operations. Major players like AWS and Microsoft are entering the space, alongside numerous startups. These tools help ops teams manage complex microservices architectures by diagnosing issues quickly, correlating data from various sources, and even proposing fixes. They integrate with observability tools and CI/CD pipelines to streamline the process. Key distinctions exist between AI DevOps engineers and AI SRE agents, primarily in their...
Fahmid Kabir

Async Rust: Pinning demystified

2026-01-26 19:00
Async Rust is a complex topic, and the latest article, "Pinning Demystified," dives into its intricacies. It highlights how Rust's async engine uses a unique "pull-based" model, transforming async functions into lazy state machines. A key focus is on the concept of Pin, which prevents issues with moving self-referential structs during execution. Understanding Pin is crucial for maintaining safety in async Rust, especially with references that could become invalid if moved. This article is...
Anshul Gupta

The Jenkins Migration Planning Kit

2026-01-26 18:25
🚀 Exploring the Jenkins Migration Planning Kit? This article highlights the challenges developers face with Jenkins, such as plugin compatibility and slow builds. It offers a comprehensive migration planning kit to assess your organization’s readiness for a more modern CI/CD solution. Key components include: - A readiness assessment to gauge your suitability for migration. - A comparison of Jenkins and TeamCity to plan the transition. - A detailed migration plan outlining five phases for...
Dmitrii Korovin

Anthropic extends MCP with a UI framework

2026-01-26 18:00
🌐 Anthropic has enhanced its MCP protocol, enabling AI models to interact with third-party applications more effectively. This new extension allows for an app-like experience within chat interfaces, benefiting both users and developers. Notably, support is already available in platforms like Goose and Visual Studio Code, with ChatGPT to follow soon. 🤝 Early partners include Amplitude, Asana, Box, and Slack, facilitating features such as document previews and message drafting directly within...
Frederic Lardinois

How Rovo solves search challenges through entity linking

2026-01-26 18:00
Atlassian's article reveals how Rovo enhances search efficiency through entity linking. By transforming unstructured text into structured knowledge, Rovo improves tools like Rovo Chat and Search. This is achieved through Entity Linking, which connects textual mentions to specific records in the Knowledge Graph. The article discusses the challenges of linking team names, highlighting issues like inconsistency in naming conventions and operational noise. These challenges are crucial for...
Christopher Cheung

IDC MarketScape Recognizes Cisco as a Leader in North America IT Training Services and IT Training Services in Europe

2026-01-26 17:30
🚀 Exciting news! Cisco has been recognized as a Leader in IT Training Services by IDC MarketScape in both North America and Europe. With 7 million learners annually, Cisco aims to bridge the skills gap in an AI-driven economy. The report highlights the urgent need for workforce development amidst rising AI demands. Thank you to everyone at Cisco and our partners for this achievement! #Cisco #ITTraining #AI #SkillsDevelopment #WorkforceDevelopment
Par Merat

Cisco is using eBPF to rethink firewalls, vulnerability mitigation

2026-01-26 17:00
Cisco is advancing its network security by leveraging eBPF technology through its acquisition of Isovalent in 2024. Isovalent's Cilium enhances Kubernetes environments by replacing IP tables with efficient in-kernel traffic routing. Their Tetragon platform enables seamless vulnerability mitigation in Cisco's smart switches. This integration allows for faster patching and improved security without halting operations. eBPF is shaping a new approach to firewalling, moving away from traditional...
Joab Jackson

How resilient is HCP Vault during real AWS regional outages?

2026-01-26 17:00
On October 20, 2025, AWS us-east-1 faced significant disruptions. However, HCP Vault Dedicated showcased its resilience, maintaining 100% uptime for customer clusters during this event. 🌐🔒 While the control plane experienced some issues, the data plane continued to operate seamlessly. This incident validated our architectural design principles and highlighted the effectiveness of our operational procedures. We aim to share insights on building resilient cloud-native services. 💡📊...
Harini Murugan

AWS Weekly Roundup: Amazon EC2 G7e instances with NVIDIA Blackwell GPUs (January 26, 2026)

2026-01-26 16:25
🚀 This week's AWS updates include the launch of Amazon EC2 G7e instances featuring NVIDIA Blackwell GPUs, enhancing GPU-intensive workloads. These instances offer up to 2.3 times better inference performance than G6e, with support for medium-sized AI models. 🎉 Additional updates include security enhancements for Amazon Corretto, cross-repository sharing in Amazon ECR, and expanded CloudWatch Database Insights in new regions. Check out the latest features in Amazon Connect for dynamic guided...
Source: AWS Blog
Micah Walter

Building AI Agents in Kotlin – Part 5: Teaching Agents to Forget

2026-01-26 16:09
In Part 5 of "Building AI Agents in Kotlin," the focus shifts to teaching AI agents to forget. Agents can run out of context, leading to task failures and data loss. The article discusses the performance of GPT-5 Codex and Claude Sonnet 4.5, noting their strengths and limitations in handling complex tasks. 🧠 A key solution proposed is smart compression, which retains essential context while dropping unnecessary details. This approach mimics how developers hand off tasks without overwhelming...
Fatimazahra El Akkary

How open standards enable zero trust on commodity hardware

2026-01-26 16:00
Confidential computing aims to protect sensitive data during processing, addressing gaps where data is exposed to infrastructure. Challenges in adoption stem from the need for specialized hardware, limiting accessibility for many enterprises. However, open source developments are paving the way for workload identity solutions, enabling zero trust architectures without new hardware. Key terms include SPIFFE, which standardizes workload identity and attestation, allowing secure communication...
Marina Moore

Nomad on OpenShift: The case for the control plane

2026-01-26 15:46
🌐 Managing workloads at the edge has posed challenges for organizations, often forcing them to choose between Kubernetes or separate infrastructure. 🔍 Red Hat's recent OpenStack release introduces a new approach by deploying the control plane as Operator-managed containers on OpenShift while the data plane stays on external RHEL nodes. ⚙️ HashiCorp Nomad complements this by effectively managing lightweight edge devices, ensuring seamless operation even in intermittent connectivity scenarios....
Benjamin Holmes

Scaling Small LLMs with NVIDIA MPS

2026-01-26 15:30
Small language models are becoming increasingly effective for various enterprise applications. However, many GPUs remain underutilized during high-demand tasks. NVIDIA's Multi-Process Service (MPS) allows multiple inference processes to share a GPU, optimizing memory and compute operations. Testing has shown that MPS can significantly improve throughput for smaller models, especially those with short context lengths. This development highlights the importance of efficient GPU utilization in...

A security checklist for your React and Next.js apps

2026-01-26 15:00
🚨 Security Alert for React & Next.js Users! 🚨 Recent vulnerabilities, like React2Shell, highlight risks in cloud native applications. Attackers can exploit small oversights and assumptions, leading to serious threats. Key points to consider: - **React2Shell** affects server-side rendering (SSR) and allows server-side code execution. - Exploitation can lead to access to sensitive data and internal systems. - Client-side validation is not sufficient for server-side rendered applications. Stay...
Crystal Morin

Stack Gives Back 2025!

2026-01-26 15:00
🌟 Exciting news from Stack Overflow! Our 17th annual Stack Gives Back campaign has concluded. In 2025, we donated $49,300 to seven charities, with each $100 donation made on behalf of our moderators. The distribution was based on community votes. This year, we included new organizations like the International Fund for Animal Welfare and the Internet Archive, alongside returning favorites like Doctors Without Borders. Learn more about the charities and how funds were allocated. #StackGivesBack...
Sasha