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Thursday, February 12, 2026

How low-bit inference enables efficient AI

2026-02-12 18:00
Advancements in AI are reshaping industries, with large models like Kimi-K2.5 and GLM-5 leading the way. These models excel in various applications but demand significant memory and power. ⚡ To address these challenges, low-bit inference techniques are crucial. They enhance efficiency by reducing the resources needed for AI tasks. Dropbox Dash exemplifies this, delivering quick AI-driven insights while managing resource use effectively. 📊 Explore the landscape of low-bit compute and its...
Hicham Badri,Appu Shaji

Launching Interop 2026

2026-02-12 17:07
🚀 The Interop Project aims to enhance web compatibility for users and developers alike. Key players like Apple, Google, Microsoft, and Mozilla are collaborating to evaluate proposals based on stable standards and comprehensive test coverage. Their focus is on balancing developer needs with available resources. 📊 Looking back at Interop 2025, the overall score improved from 25 to 95, highlighting significant advancements in cross-browser features such as Same-Document View Transitions and CSS...
Jake Archibald

Trusting the Untestable: Validation and Diagnostics for the Doubly Robust Models

2026-02-12 17:07
🚗📊 Lyft explores the use of quasi-experimental methods like Augmented Inverse Propensity Weighting (AIPW) to measure causal impacts when A/B testing isn't feasible. These methods help assess partnerships, long-term effects, and data biases. Validation and diagnostics are crucial to ensure accurate results, focusing on confounders and model integrity. Learn more about the importance of trust in non-randomized measurements! #CausalInference #DataScience #QuasiExperiments #LyftEngineering
Shima Nassiri

How everyone and anyone can use AI for good

2026-02-12 17:00
🌍 AI technology is being used for humanitarian and environmental efforts, with notable examples like start-ups tackling climate change and health diagnostics. However, you don’t need major backing to contribute to positive change. This article explores how anyone can harness AI for good. It emphasizes the importance of balancing progress with awareness of potential negative impacts. #AIForGood #TechForChange #Sustainability #HumanitarianAid #InnovateResponsibly
Phoebe Sajor

Rovo Dev is now generally available in VS Code

2026-02-12 17:00
🚀 Rovo Dev is now available in VS Code! This new feature enhances the Atlassian VS Code extension, connecting developers to Jira, Bitbucket, and more. Rovo Dev is an AI agent that helps with planning, coding, reviewing, and shipping—all within your IDE. By integrating with Atlassian tools and third-party platforms, Rovo Dev minimizes workflow disruptions, allowing developers to stay focused. You can ask questions, automate tasks, and receive alerts without leaving your coding environment....
Jovana Dunisijevic

Securing modern workloads with HashiCorp Vault and WIF

2026-02-12 17:00
🔒 Modern enterprises face challenges with static credentials and perimeter-based security in cloud-native environments. HashiCorp Vault, paired with workload identity federation (WIF), addresses these issues by enforcing zero trust principles. ⚠️ Static secrets expose organizations to risks like credential leaks and overprivileged roles. Recent incidents highlight the dangers of "secret zero," the initial credential needed to access Vault. 🔑 WIF with Vault removes the need for static secrets,...
Nesh Chandarana

IP Is Better Than Ever with Integrated Performance Measurement

2026-02-12 16:00
As networks grow more complex, especially with AI applications, understanding performance is essential. The article discusses Integrated Performance Measurement (IPM) as a solution to enhance visibility and insights in AI data center networks. Traditional probing methods face limitations in scalability, accuracy, and visibility, making IPM a crucial advancement for optimizing network health. Explore how IPM can transform network performance! 🌐📊 #NetworkPerformance #AI #IntegratedMeasurement...
Clarence Filsfils

How intelligent orchestration transforms software innovation

2026-02-12 16:00
The software industry is undergoing a significant transformation due to breakthrough AI models like Gemini 3, Opus 4.5, and GPT-5.2. These advancements have led to engineers relying on AI for up to 90% of their production code. 🤖 However, true innovation speed involves more than just faster coding. Organizations must optimize all stages of software development, including quality assurance and security, to fully leverage AI's capabilities. A recent GitLab survey revealed a 48% increase in...
Manav Khurana

Making the Case for Cisco N9000 for Front-End & Back-End Networks

2026-02-12 16:00
Cisco has enhanced its N9000 data center switching portfolio for the AI era. 🚀 These switches are designed for operational resiliency, security, and flexible management, meeting the demands of AI workloads across various markets, including enterprise and cloud. 🤖 The partnership with NVIDIA supports scalable AI networks from core to edge, reflecting a shift in networking needs as enterprises prioritize connectivity and observability for AI applications. 📈 Discover more about the flexible...
Scott Raynovich

Dyson Sphere Program - new multithreading dev log & full AMD Ryzen Threadripper PRO breakdown

2026-02-12 16:00
🚀 Exciting updates from Youthcat Games on the Dyson Sphere Program! The team has revamped the multithreading system, enhancing performance by up to 88%. This overhaul includes custom core binding and dynamic task allocation, aiming to support complex gameplay as players build their interstellar empires. With the game's increasing demands, these improvements are crucial for maintaining smooth performance. #DysonSphereProgram #GameDevelopment #Multithreading #PerformanceBoost #YouthcatGames

The hidden reason database debt is ten times harder to fix than code

2026-02-12 15:00
Managing technical debt in databases is notably more challenging than in application code. The stateful nature of databases creates inertia against change, making it harder to implement updates. Compliance and safety layers add to this complexity, often requiring extensive planning. Investing in database knowledge and designing effective data models can mitigate future issues. Understanding database internals is crucial for optimal performance. #DatabaseManagement #TechnicalDebt...
Wen Jie Teo

Uber’s Rate Limiting System

2026-02-12 14:30
🚗💻 Uber has developed an automated global rate-limiting system to enhance performance across its services. This system safeguards millions of RPCs per second, leading to improved reliability and reduced latency. It also streamlines operations within their service mesh. Learn more about this engineering advancement! #Uber #RateLimiting #Engineering #TechInnovation #Reliability

Automating RDS Postgres to Aurora Postgres Migration

2026-02-12 14:07
In 2024, Netflix's Online Data Stores team reviewed their database technologies and chose to standardize on Amazon Aurora PostgreSQL. This decision was based on PostgreSQL's strong performance and industry momentum. The migration will start with RDS PostgreSQL, ensuring a smooth transition with minimal disruption. A self-service migration workflow has been designed to empower teams, managing operational and technical challenges effectively. For more details, check out the full article! 🌐💻...
Netflix Technology Blog

Introducing Markdown for Agents

2026-02-12 14:03
🚀 The online content landscape is evolving. As AI agents take center stage, businesses must adapt by treating these agents as key players in content discovery. Markdown for Agents enables real-time conversion of HTML to markdown, which is more efficient for AI processing. This reduces token usage significantly, improving performance and lowering costs. Cloudflare now supports this automatic conversion, allowing AI systems to request markdown directly, streamlining how content is served....
Will Allen

ShareChat hit a billion features per second, then it had to make it 10x cheaper

2026-02-12 14:00
🚀 ShareChat recently achieved a significant milestone by scaling its feature store to handle 1 billion features per second. This leap required extensive database optimizations, including redesigning the schema and enhancing caching strategies. However, the team now faces a new challenge: reducing operational costs by 10X while maintaining performance. Insights from this journey were shared at the Monster Scale Summit 2025 by key engineers David Malinge and Ivan Burmistrov. 📅 Don't miss their...
Cynthia Dunlop

Accelerate Security Operations with Cisco’s New Security-Tuned Model

2026-02-12 13:00
🚀 Cisco has introduced a new custom-tuned AI model, Foundation-Sec-8B-1.1-Instruct, enhancing the Splunk AI Assistant in Security for Enterprise Security customers. This model automates tasks like generating investigation reports and summarizing alerts, which helps SOC analysts reduce investigation time. Quick and accurate summaries are crucial for effective security operations, allowing analysts to respond faster to potential threats. #Cisco #Security #AI #Splunk #Cybersecurity
Aman Priyanshu

Browserbase joins the Vercel Agent Marketplace

2026-02-12 13:00
🚀 Exciting news! Browserbase is now part of the Vercel Marketplace. This integration allows teams to automate browser tasks for AI agents without the hassle of managing infrastructure. It connects agents to remote browsers using the Chrome DevTools Protocol (CDP). Key benefits include simplified setup with a single API key, reduced operational complexity, and support for Web Bot Auth for seamless browsing of Vercel-hosted deployments. Get started today! #Browserbase #Vercel #Automation #AI...
Source: Vercel Blog
Hedi Zandi

New deployments with vulnerable versions of the third-party package next-mdx-remote are now blocked by default

2026-02-12 13:00
🚨 Important Update for Developers! 🚨 New deployments using the vulnerable third-party package next-mdx-remote will be blocked by default on Vercel due to CVE-2026-0969. Upgrading to a patched version is strongly recommended, regardless of your hosting provider. For those needing to disable this automatic protection, you can set the DANGEROUSLY_DEPLOY_VULNERABLE_CVE_2026_0969=1 environment variable. Stay secure! 🔒 #CyberSecurity #Vercel #SoftwareDevelopment #NextJS #DevCommunity
Source: Vercel Blog
Tom Knickman

Use MiniMax M2.5 on AI Gateway

2026-02-12 13:00
🚀 MiniMax M2.5 is now live on AI Gateway! This new model enhances project planning by breaking down functions, structure, and UI design before coding begins. It supports full-stack development across multiple platforms, including Web, Android, iOS, Windows, and Mac. Key improvements include better adaptation to unfamiliar codebases and reduced search rounds for problem-solving. Explore AI Gateway for unified API access, usage tracking, and built-in performance optimizations. #AI #Development...
Source: Vercel Blog
Jerilyn Zheng

Markdown in Scaladoc is now supported by IntelliJ IDEA!

2026-02-12 12:17
🚀 Exciting news for Scala developers! IntelliJ IDEA now supports Markdown in Scaladoc. This update simplifies documentation with a more readable syntax compared to the previous Wikidoc format. Markdown is also widely used in other documentation, making it a practical choice. Key features include support for headers, lists, block quotes, and various text styles. Markdown is now the default syntax for Scaladoc in Scala 3, streamlining the documentation process. Check out the full blog post and...
Maciej Gorywoda

Scaladoc support in the IntelliJ Scala Plugin

2026-02-12 12:17
🚀 Exciting updates for Scala users! The IntelliJ Scala Plugin now supports Scaladoc using Markdown as the default syntax in Scala 3. This simplifies documentation with a more readable format, making it easier for developers to use. Key features include headers, lists, block quotes, and links. The plugin also enhances code completion for anchors, improving navigation. Check out the blog post and YouTube video for more details! #Scala #IntelliJ #Documentation #Markdown #SoftwareDevelopment
Maciej Gorywoda

Are We Having the Wrong AI Dreams?

2026-02-12 11:33
At NeurIPS 2025, Zeynep Tufekci highlighted the need to rethink our perceptions of AI's impact. She argues that society often prepares for known risks while neglecting emerging challenges. This misreading could hinder our understanding of AI's unique capabilities. AI operates on a different intelligence scale, excelling in structured tasks but struggling with practical, everyday challenges. The gap between human and AI learning remains significant. #AI #NeurIPS2025 #TechnologyInsights...
Anton Bragin

Introducing PFCS Forward

2026-02-12 09:44
🚀 Introducing PFCS Forward! This initiative extends IL5/IL6 Authorization from cloud to tactical edge environments, addressing critical needs for modern military operations. It streamlines the authorization process, enabling faster deployment of essential capabilities directly to warfighters. Key benefits include a hardware-agnostic approach, reduced authorization burdens, and the ability to deploy across diverse infrastructures. Learn how PFCS Forward is set to enhance military operations!...
Palantir

How to build an image mode pipeline with GitLab

2026-02-12 08:01
🚀 Learn how to build an automated CI/CD pipeline for image mode on Red Hat Enterprise Linux (RHEL) using GitLab! This guide outlines the steps to create a robust pipeline utilizing bootable containers (bootc). Key stages include: 1️⃣ **Setup**: Prepare your GitLab project with a Containerfile and a systemd service. 2️⃣ **Dependency Management**: Use a bot to manage dependencies and ensure a secure base OS image. 3️⃣ **Building & Pushing**: Execute the Containerfile to create a bootable image....
Preethi Thomas, Chris Kyrouac

Build a zero trust environment with Red Hat Connectivity Link

2026-02-12 07:16
🚀 Learn to build a zero trust environment with Red Hat Connectivity Link and OpenShift GitOps! This guide details managing secure connectivity using the NeuralBank application as a practical example. Key steps include forking the repository for customization and setting up GitOps workflows with Argo CD. Essential components include Keycloak for identity management and Authorino for authorization, ensuring robust security in microservices. #ZeroTrust #RedHat #OpenShift #GitOps #CyberSecurity
Maximiliano Pizarro

AI/BI Genie, Foundational Model API, and Databricks Assistant Now Generally Available in AWS GovCloud

2026-02-12 07:00
🚀 Exciting news for government agencies! The AI/BI Genie, Foundational Model API, and Databricks Assistant are now available in AWS GovCloud. These tools are designed to support organizations with strict compliance needs, enhancing their capabilities with generative AI. This release aims to empower the government community by streamlining processes and improving access to advanced technologies. #GovTech #AWS #AI #Compliance #Innovation

The Collaboration Advantage: How Modern Retailers and CPG Brands Win Together

2026-02-12 00:45
In the article "The Collaboration Advantage," modern retailers and CPG brands are highlighted for their shift towards real-time intelligence. Leading executives are breaking down data silos to enhance decision-making in merchandising, supply chain, and market strategies. This collaboration is key to navigating challenges and improving overall efficiency. #RetailInnovation #CPG #DataIntelligence #Collaboration #SupplyChain 🛒📊🤝

1Password's new benchmark teaches AI agents how not to get scammed

2026-02-12 00:00
1Password has introduced the Security Comprehension and Awareness Measure (SCAM) to enhance AI agents' ability to identify and avoid phishing scams. While AI models like GPT-4 can detect phishing with high accuracy, they may still fall short in executing secure actions. In tests, models exhibited critical failures, such as sharing passwords with phishing sites. By applying a 1,200-word security skill, the models showed significant improvement, reducing critical failures dramatically. This...
info@1password.com (Jason Meller)

AI observability: The backbone of mission resilience in the public sector

2026-02-12 00:00
IT downtime in the public sector costs agencies $193 million annually, impacting citizen trust and access to critical services. Elastic’s AI observability addresses these challenges by enhancing IT resilience. It enables quicker detection and resolution of issues in complex and hybrid environments. This new approach prioritizes continuous service and data protection, ensuring government agencies can maintain public trust. #AIObervability #PublicSector #ITResilience #DataProtection #CitizenTrust
Source: Elastic Blog
Leah McEwen

Auth0 B2B Plans upgraded: Free Self-Service SSO, SCIM, and more!

2026-02-12 00:00
🚀 Exciting updates from Auth0! Their B2B plans have been revamped to provide advanced features at no cost. Now, you can access Self-Service SSO, SCIM, and one Enterprise Connection for free! These enhancements offer greater flexibility and help manage costs as you scale your applications. Check out the updated pricing page to learn more! #Auth0 #B2B #SSO #SCIM #TechUpdates
Source: Auth0 Blog
Gareth Davies

Black History Month: meet Joseph Ojelade, security engineer at 1Password

2026-02-12 00:00
🌟 In celebration of Black History Month, 1Password highlights Joseph Ojelade, a security engineer and founding member of AfroBits. Joseph emphasizes trust, transparency, and collaboration in his role, focusing on Governance, Risk, and Compliance (GRC). He has built a “Trust Center” to enhance customer confidence and streamline compliance processes. Joseph's commitment to security stems from his core values. He aims to inspire others from diverse backgrounds to pursue careers in cybersecurity....
info@1password.com (1Password)

Conductor Update: Introducing Automated Reviews

2026-02-12 00:00
🚀 Conductor for the Gemini CLI has launched an Automated Review feature aimed at enhancing AI-generated code quality. This new tool verifies implementations against original plans, checks for adherence to style guides, and identifies security risks. It generates detailed post-implementation reports, helping developers ensure their code is safe and reliable. Key features include code review, plan compliance checks, guideline enforcement, and integrated test-suite validation. #CodeQuality...

CrowdStrike Named a Customers’ Choice in 2026 Gartner® Peer Insights™ Voice of the Customer for User Authentication

2026-02-12 00:00
🚀 Exciting news! CrowdStrike has been recognized as a Customers’ Choice in the 2026 Gartner® Peer Insights™ report for User Authentication. For the second year in a row, they achieved the highest number of verified reviews and 5-star ratings, totaling 129. 🌟 Their commitment to AI-powered identity security is reflected in a 96% willingness to recommend. Customers rated CrowdStrike highly for product capabilities and deployment experience, highlighting effective real-time detection of identity...
Ryan Terry

DevRel newsletter — February 2026

2026-02-12 00:00
🚀 Exciting updates from the Elastic DevRel team! The February newsletter highlights version 9.3 of Elasticsearch and the Elastic Stack, showcasing new features like the Elastic Agent Builder and pattern-based log compression. Upcoming events include the Agent Builder hackathon — a great opportunity to innovate! Stay informed with the latest blogs and videos. #Elasticsearch #DevRel #ElasticStack #TechUpdates #AI
Source: Elastic Blog
Elastic DevRel team

How to bring your own telephony to Okta with Twilio Verify

2026-02-12 00:00
🚀 Integrate your telephony with Okta using Twilio Verify! Okta's Bring Your Own Telephony (BYOT) feature allows you to connect any telephony provider. This article explains how to implement Twilio Verify for SMS and voice authentication through Okta's telephony inline hook. Twilio Verify offers robust, secure verification with global reach, multi-channel support, and advanced fraud protection features. Explore the possibilities! #Okta #Twilio #Cybersecurity #Authentication #TechIntegration
Mingchao Ma, Yukti Ahuja

OpenEnv in Practice: Evaluating Tool-Using Agents in Real-World Environments

2026-02-12 00:00
🚀 OpenEnv is a new open-source framework from Meta and Hugging Face, designed to evaluate AI agents in real-world settings. It addresses the common challenges agents face, such as reasoning across multiple steps and interacting with real tools. 📅 Turing has contributed a calendar management environment to help study these agents under realistic constraints, focusing on access control and multi-agent coordination. 🔍 In this article, the authors discuss how OpenEnv operates and why calendars...

Rich Messages, Richer Experiences: Monetizing Chatbots on RCS and WhatsApp

2026-02-12 00:00
Unlock new revenue opportunities with chatbots on RCS and WhatsApp! 💬 Twilio’s latest blog discusses how developers can monetize rich messaging experiences. It highlights the integration of Twilio APIs with Stripe for implementing paid access in chatbots. Explore trends, customer stories, and strategies for building scalable applications. #Chatbots #Twilio #RCS #WhatsApp #Monetization
Marius Obert

Sending RCS Carousels Using Python

2026-02-12 00:00
Learn how to send RCS carousels using Python in the latest Twilio blog! 📱 This article provides a step-by-step guide for developers looking to enhance their applications with rich communication services. It covers the necessary tools and code examples to implement RCS carousels effectively. Explore the potential of cloud communications! 🌐 #Twilio #RCS #Python #Developers #TechTips
Dylan Frankcom

Spotlight on SIG Architecture: API Governance

2026-02-12 00:00
🌟 Dive into the latest SIG Architecture Spotlight featuring Jordan Liggitt, lead of the API Governance sub-project! Jordan has been involved with Kubernetes since 2014, focusing on enhancing API stability while fostering innovation. He emphasizes the importance of various APIs, including command-line flags and configuration files, not just the REST API. The API Governance project aims for consistency in API design, ensuring quality through guidelines and review processes during the Kubernetes...