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Tuesday, June 02, 2026

GitHub Copilot’s usage-based billing is live: Here’s what you need to know

2026-06-02 15:07
πŸš€ GitHub has launched a new usage-based billing system for Copilot, officially retiring the premium request model. Now, payments are linked directly to usage with a token-based system. Each plan offers GitHub AI Credits based on token consumption, which includes input and output data. πŸ’‘ Prices remain the same, but Pro users get $15 in credits, while Pro+ users receive $70 monthly. This change aims to adapt to the evolving costs of AI infrastructure. #GitHub #Copilot #AIBilling #TechNews...
Paul Sawers

AI in Defense: How Artificial Intelligence Is Reshaping National Security

2026-06-02 14:52
Artificial intelligence is reshaping national security and military operations today. 🌍 Countries are rapidly advancing AI for defense, resulting in a global AI race that carries significant strategic implications. βš”οΈ Key factors include responsible AI governance, model validation, and ensuring human oversight in combat settings. πŸ” To effectively integrate AI, defense organizations must focus on interoperability standards, acquisition reform, and workforce training. πŸ“š #AIDefense...

Build AI-powered Forge apps with Atlassian-hosted LLMs

2026-06-02 14:41
πŸš€ Exciting news for developers! The Forge LLMs API is now in Preview release, allowing direct access to Claude models within Atlassian's secure environment. With this tool, creating AI-powered features becomes simpler, as developers can bypass complex model integration and data concerns. This integration ensures that all data remains on-platform, making it compliant and secure. Ready to enhance your apps? Get started easily with just a few lines of code! #Atlassian #AI #Developers #ForgeLLMs...
kwhite@atlassian.com

Toolbox App 3.5: Better Remote Development Observability, More Reliable Enterprise Configuration, and Smoother Everyday Interactions

2026-06-02 14:37
πŸš€ Toolbox App 3.5 is here, bringing enhanced features for smoother remote development! πŸ” The update now supports OpenTelemetry metrics for monitoring connection health, making it easier to manage remote environments. πŸ”§ Users can zoom the interface with keyboard shortcuts, and update progress is now clearly displayed. πŸ”’ For enterprise users, static and dynamic headers are sent automatically to improve communication with backend services. πŸ› οΈ Enjoy bug fixes that enhance stability and...
Lana Novikova

Data Governance Architecture: A Complete Blueprint for Modern Organizations

2026-06-02 14:37
πŸ“Š Data governance architecture is essential for organizations aiming to enhance data quality. Key components include policies, roles, and technologies that guide data management. Effective programs rely on four pillars: people, policies, processes, and technology, all supported by a governance council and data stewards. Modern strategies utilize automated tracking and role-based access to ensure compliance and quality at scale. #DataGovernance #DataQuality #ModernOrganizations #DataManagement...

Query Tags: The Context Your Warehouse Queries Have Been Missing

2026-06-02 14:32
πŸ” Discover how Databricks SQL enhances query management with Query Tags. This feature automatically logs key attributes of every query, including who executed it and where. Teams can now attribute warehouse costs by various dimensions and monitor queries from partner tools like dbt, PowerBI, and Tableau through automatic tagging. Queries can be tagged from multiple sources, ensuring better tracking and troubleshooting. #DataAnalytics #SQL #Databricks #QueryManagement #BusinessIntelligence

Holo3.1: Fast & Local Computer Use Agents

2026-06-02 14:13
πŸš€ Exciting updates on Holo3.1! This new release builds on the success of Holo3, which has seen widespread adoption in various workflows. Users now demand seamless integration across desktop and mobile environments. Holo3.1 enhances performance with improved robustness for web, desktop, and mobile applications. The update introduces quantized checkpoints for local inference, optimizing user experience. Discover how Holo3.1 is paving the way for universal computer-use agents! #Holo3...

Strengthening the Foundation: A Predictable, Customer focused Response to AI-Accelerated Vulnerability Discovery

2026-06-02 13:00
πŸš€ Cisco is adapting to the rapid pace of AI-accelerated vulnerability discovery. Starting in July, they will implement a scheduled security release model, providing updates twice a month. πŸ” Customers will receive a seven-day advance notice on the technologies covered, enhancing planning and preparation. Core Network Operating Systems will be prioritized for quarterly releases. πŸ”’ This proactive approach aims to improve security and streamline updates across the portfolio. #CyberSecurity #Cisco...
Russ Smoak

Powering resilient ecosystems | FY25 Purpose Report

2026-06-02 13:00
At Cisco, our focus is on strengthening ecosystems and enhancing community resilience. 🌱 Our FY25 Purpose Report highlights our commitment to building a better future by investing in these areas today. Discover how we are working towards an inclusive future for all. Read the full report for more insights! πŸ“ŠπŸ’‘ #Cisco #Ecosystem #CommunityResilience #PurposeReport #Sustainability
Stacey Faucett

End-to-end AI networking: Cisco’s answer to the inferencing era

2026-06-02 13:00
Cisco is addressing the evolving needs of AI infrastructure with its new end-to-end AI networking solutions. This approach aims to enhance scalability and security while simplifying management. By integrating Kubernetes with network fabric, Cisco eliminates the "black box" problem, offering real-time visibility from workloads to services. This innovation is crucial as organizations transition into the age of inferencing. Stay updated on AI networking advancements! πŸŒπŸ”’ #Cisco #AINetworking...
Murali Gandluru

Quantum Resilience Needs a Common Language. Here’s Where to Start.

2026-06-02 13:00
The article discusses the urgent need for a common language in quantum resilience as the industry moves towards quantum-safe security. Organizations face challenges due to fragmented standards and varying vendor claims about quantum safety. Recent developments in post-quantum cryptography (PQC) highlight the importance of clarity and standardized protocols. The lack of a shared framework complicates understanding and progress in ensuring network and data protection against future quantum...
Christian Chisholm

Security at Cisco Live: Going Shields Up for the Agentic Era

2026-06-02 13:00
At Cisco Live, the focus is on enhancing security in the age of AI. 🌐 AI is transforming how vulnerabilities are discovered and addressed. Cisco emphasizes the need for a proactive security posture, termed "Shields Up." This involves hardening infrastructure and prioritizing defensive measures to keep pace with rapid attacks. πŸ”’ Key imperatives include securing AI infrastructure and applications while utilizing agents to accelerate response times. Cisco is committed to strengthening defenses...
Peter Bailey

From an Idea to a Live App on Cisco, in Minutes

2026-06-02 12:58
πŸš€ Exciting news from Cisco! The new App Builder integrates OpenAI Codex into Cisco Cloud Control, allowing users to create tailored applications using natural language. This innovation enables customers and partners to quickly develop apps suited to their environments. With App Builder, you simply describe your needs, preview the app, and deploy itβ€”all without complex setups or tools. #Cisco #OpenAI #AppDevelopment #AI #CloudControl
Travis Sugarbaker

Agent Builder in Cloud Control Studio: A new way to extend and customize Cisco Cloud Control

2026-06-02 12:58
πŸš€ Exciting news from Cisco Live! Cisco has introduced the Agent Builder in Cloud Control Studio, a new feature designed to enhance customization and functionality within Cisco Cloud Control. This tool allows teams to integrate their existing knowledge and tools to create AI agents that streamline operations. With Agent Builder, users can connect various third-party products, develop AI agents using natural language, and test them in a sandbox environment. This aims to simplify the management...
Vimarsh Puneet

Cisco AI Canvas is here: the workspace for agentic operations

2026-06-02 12:58
πŸš€ Cisco AI Canvas has officially launched as an integrated workspace for IT teams and AI agents. This tool aims to streamline the process of investigating and resolving issues across various domains, enhancing efficiency from alerts to resolution. After extensive beta testing with Meraki and Splunk, it is now part of Cisco Cloud Control, allowing for better correlation of alerts and quicker decision-making. #CiscoAI #TechInnovation #ITManagement #CloudControl #ArtificialIntelligence
Rohit Bakshi

Cisco Cloud Control: The Secure Harness for the Agentic Era

2026-06-02 12:57
🌐 Cisco Cloud Control introduces a new era in infrastructure management with the rise of agentic AI. As technology evolves, the ability to manage critical infrastructure is shifting from human-led efforts to integration with capable AI agents. These agents will observe, modify, and defend systems effectively. The key question remains: is your infrastructure prepared for this change? Cisco aims to provide the secure harness needed for this transition. #CiscoCloud #AI #Infrastructure...
DJ Sampath

Practical Data Warehouse Design and Architecture Guide

2026-06-02 12:46
Unlock the potential of data with a solid data warehouse design! πŸ“Š This guide emphasizes the importance of aligning stakeholder reporting needs before choosing a schema or storage solution. It outlines a three-tier architecture that enhances data management. Key components include ETL/ELT pipelines, automated testing, and access controls to ensure data consistency and security. #DataWarehouse #DataEngineering #Analytics #DataArchitecture #BusinessIntelligence

AI Governance Maturity Model: Matrix, Assessment, and Roadmap

2026-06-02 12:21
Understanding AI governance is crucial for organizations today. The AI Governance Maturity Model offers a five-level framework, from ad hoc to optimized, to help assess and improve governance capabilities. A recent Gartner survey revealed that less than half of large organizations can show measurable progress in governance, despite many claiming to have oversight programs. Organizations that view AI governance as a strategic advantage can enhance their competitive edge. πŸ“ŠπŸš€ #AIGovernance...

Top Agentic Frameworks for Building Applications 2026

2026-06-02 12:12
In 2026, AI is evolving beyond single-prompt interactions to agentic systems. These long-running, goal-driven applications utilize agentic frameworks, crucial for modern architecture. Python developers are increasingly adopting frameworks like LangChain and AutoGen to manage reasoning, memory, and collaboration among agents. With many options available, choosing the right framework for your application is essential. AI agents operate autonomously, using a PRAR cycle: Perceive, Reason, Act,...
Evgenia Verbina

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2026-06-02 07:40
🌍 In a recent discussion at HumanX, Songyee Yoon from Principal Venture Partners shared insights on international AI development. She highlighted the importance of tailoring AI models to fit local languages and cultures, while also addressing global supply-chain challenges, particularly in semiconductors. PVP is focused on supporting early-stage, AI-native companies that are influencing the future. Learn more about their initiatives! #AI #InternationalDevelopment #VentureCapital...
Phoebe Sajor

UBI 9 and 10 builders on Paketo Buildpacks with multi-arch support

2026-06-02 07:01
πŸš€ Exciting updates from Paketo Buildpacks! UBI 9 and UBI 10 builders are now available, offering multi-architecture support for builds. These builders currently support Node.js, with Java support on the way. Base images are published on Dockerhub, making it easy to get started. Multi-arch options include arm64 and amd64, allowing for flexible application builds. For more details, check the release notes and try using the pack CLI! #PaketoBuildpacks #UBI #MultiArch #NodeJS #DevOps
Costas Papastathis

Deploy Hermes Agent on OpenShift AI with vLLM model serving

2026-06-02 07:01
πŸš€ Exciting advancements in AI deployment! The article outlines how to deploy the Hermes Agent on Red Hat OpenShift AI using GPU-accelerated vLLM model serving. This innovative agent retains user context across sessions, creating a continuous learning experience. Key features include: - Multi-platform capabilities (Telegram, Discord, Slack) - Self-improving skills from multi-step tasks - Seamless integration with OpenShift's production-ready AI infrastructure This deployment is ideal for...
Gerald Trotman

Evaluation-driven development with EvalHub

2026-06-02 07:01
πŸš€ Discover the future of AI development with Evaluation-Driven Development (EDD) using EvalHub! EDD transforms traditional test-driven development by focusing on measurable performance gaps instead of simple pass/fail outcomes. πŸ” Key Steps in EDD: 1️⃣ Define clear evaluation criteria before coding. 2️⃣ Measure quality with gradient scores for deeper insights. 3️⃣ Iterate based on data to optimize performance. EvalHub streamlines this process, ensuring effective AI outcomes through transparent...
William Caban Babilonia, Matteo Mortari

Improve vLLM Semantic Router accuracy with fine-tuning

2026-06-02 07:01
πŸš€ The vLLM Semantic Router enhances model efficiency by routing requests to the appropriate models based on complexity. However, a recent study found that the pretrained model had an 80% accuracy rate, leading to a 20% misrouting rate. This highlights a critical need for improved accuracy in enterprise deployments. To address this, a fine-tuning pipeline was established on OpenShift AI, significantly boosting routing accuracy from 80% to 98.5%. This adjustment ensures that models handle...
Christopher Nuland

Red Hat build of Cryostat 4.2: Enhanced Java monitoring for OpenShift

2026-06-02 07:01
πŸš€ The Red Hat build of Cryostat 4.2 is now generally available, enhancing Java monitoring on OpenShift. πŸ“Š Key features include SQL query support for JDK Flight Recorder data, allowing for in-console analysis without downloading files. πŸ” The update also introduces async-profiler integration for better stack trace capture and smart triggers for dynamic recording management. πŸ”’ New observability features like audit logging and improved thread dump analysis enhance security and system tracking....
Syed M Shaaf, Chris Mah

Edit Git settings for all projects in a repo

2026-06-02 06:00
πŸš€ Exciting news for monorepo users! You can now configure Git settings for all projects in a repository from a single location. This update simplifies the process of managing commit status and repository_dispatch events across multiple projects. For more details, check the project settings or visit the documentation. #Git #Monorepo #ProjectManagement #DevOps #Coding
Source: Vercel Blog
Mehul Kar

Introducing Cross-Engine ABAC

2026-06-02 03:00
πŸš€ Exciting news in data governance! The introduction of Cross-Engine ABAC in Unity Catalog allows users to define attribute-based access controls. This means you can set tag-based row filters and column masks just once, and they will be enforced across various engines. This advancement promotes centralized governance and enhances data security. πŸŒπŸ”’ #DataGovernance #ABAC #UnityCatalog #DataSecurity #TechNews

Deploy Agentic-Ready AI at the Edge with Memory Efficiency in NVIDIA JetPack 7.2

2026-06-02 02:00
πŸš€ Exciting updates in AI deployment! NVIDIA JetPack 7.2 enhances the use of NVIDIA Jetson for real-world applications, focusing on memory efficiency and performance. Key features include: - One-command deployment with NVIDIA NemoClaw for added privacy and security. - Multi-Instance GPU support for efficient multiworkload execution. - Yocto Project support for custom Linux distributions. These advancements aim to optimize existing Jetson hardware and accelerate development. #NVIDIA #JetPack...
Peilun Tsai

Fab June Flash Sale is now on!

2026-06-02 00:00
🚨 Fab June Flash Sale Alert! 🚨 Enjoy up to 70% off on thousands of assets available now! This limited-time sale runs until 5 PM ET on June 5. Don't miss out on incredible dealsβ€”check out the highlights! #FlashSale #Discounts #Savings #FabJune #ShopNow

How LivePerson optimized Logstash and Kafka performance on GCP through benchmarking

2026-06-02 00:00
LivePerson improved its Logstash and Kafka performance on GCP by benchmarking five machine types. They found that selecting the right infrastructure can significantly reduce costs. Switching to AMD Milan-based instances cut Logstash processing costs by over 50%, while optimizing Kafka through codec selection boosted throughput. These changes allowed for fewer high-throughput instances, reducing overall infrastructure needs. #CloudComputing #CostOptimization #GCP #Logstash #Kafka πŸš€πŸ’‘
Source: Elastic Blog
Emily Chioconi

How to Deploy a Vibe Coded Project

2026-06-02 00:00
πŸš€ Ready to launch your vibe coded project? This article offers a step-by-step guide on deploying your website, app, or game. It covers key processes, tools, and best practices to ensure a smooth deployment. Learn how to seamlessly bring your project to life! 🌐✨ #WebDevelopment #AppDeployment #TechTutorials #VibeCoded #CodingCommunity
Amanda Lange

How to Stop AI-Driven Data Loss

2026-06-02 00:00
AI is transforming workplaces, boosting productivity through automation and advanced tools. However, this progress comes with risks of data loss if not managed properly. Employees may inadvertently share sensitive info with AI systems, leading to potential breaches. Additionally, prompt injection can expose confidential data if AI models are manipulated. Traditional security methods may not suffice against these new challenges. Organizations must adopt modern data security solutions to...
Hananel Livneh

Protecting critical infrastructure in the AI era: It starts with data

2026-06-02 00:00
In the AI era, protecting critical infrastructure is crucial. As systems become more interconnected, the risk of cyber threats increases. AI-powered attacks are growing in sophistication, highlighting the need for modern security solutions. Organizations must focus on building a strong data foundation to safeguard sensitive information and enhance response times. Discover how to tackle these challenges and improve resilience in the face of evolving threats. #CyberSecurity #AI...
Source: Elastic Blog
Alf Franklin

Security update: multiple vulnerabilities in React Router

2026-06-02 00:00
🚨 **Security Alert for React Router** 🚨 The React Router team has identified seven security vulnerabilities affecting various versions. Key issues include denial-of-service (DoS), cross-site scripting (XSS), and open redirects. Netlify users are advised to upgrade to the latest patched versions to ensure security. Affected packages include `react-router` and `@react-router/dev`. πŸ‘‰ Recommended versions: - `react-router` 7.15.1 or later - `@react-router/dev` 7.13.2 or later (if using...
Source: Netlify Blog

Signed URLs are now available for Vercel Blob

2026-06-02 00:00
πŸš€ Exciting updates for Vercel Blob users! You can now create time-bound signed URLs that allow secure operations like uploading, downloading, and deleting objects without exposing your entire Blob store. Each URL is limited to a single action and can last up to 7 days. Direct uploads from the browser are supported, enabling efficient file streaming. Additionally, delete URLs include an option to ensure safe deletions. Update to @vercel/blob 2.4.0 and check the documentation to learn more....
Source: Vercel Blog
Elliot Dauber

The essential Elastic 2026 wrap-up for Microsoft Build attendees and Azure developers

2026-06-02 00:00
πŸš€ Elastic has made significant strides in 2026 for Microsoft Build attendees and Azure developers. Key updates include the Elastic Inference Service, which integrates text, images, video, and audio into a single Elasticsearch index across almost 100 languages. Additionally, Elastic Agent Builder enhances AI agents with improved context management, ensuring accuracy during long conversations. The new metrics engine processes OpenTelemetry data more efficiently, while Elastic Security Labs has...
Source: Elastic Blog
Greg Crist

The next generation of Metal; Railway Metal Gen 2

2026-06-02 00:00
πŸš€ Railway is rolling out its next-gen Metal, enhancing performance and capacity. In Q1 2026, they onboarded more compute than all of 2025, featuring 5x more capacity and improved stability. This redesign aims to support demanding workloads while keeping costs steady. Learn more about these advancements and their impact on users. #Railway #TechInnovation #CloudComputing #NextGenMetal
Source: Railway Blog

Vercel’s Tom Occhino on why access control is product architecture

2026-06-02 00:00
In the latest episode of the Zero-Shot Learning podcast, Tom Occhino of Vercel discusses the impact of AI on developer workflows. He emphasizes that access control must be integrated into product architecture, especially as non-technical users leverage AI tools. This shift requires new security measures to prevent exploitation of untrusted code. πŸ›‘οΈ Vercel's AI SDK, alongside 1Password's Unified Access, aims to ensure secure interactions while minimizing risks associated with credential...
info@1password.com (Chris Fowler)

Monday, June 01, 2026

Personalizing Genie Code with instructions, skills, memory, and MCP

2026-06-01 23:45
Unlock the full potential of Genie Code by personalizing it to fit your team's workflow. πŸ› οΈ The article emphasizes the importance of tailoring instructions, skills, and memory to enhance efficiency. By integrating the Model Code Practices (MCP), teams can leverage Genie Code effectively. Discover how these adjustments can optimize your coding experience! πŸ’»βœ¨ #GenieCode #SoftwareDevelopment #TeamEfficiency #Personalization #CodingSkills