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Tuesday, June 02, 2026

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

Run Local AI Agents with Faster Models and Multi-Node Clustering on NVIDIA DGX Spark

2026-06-01 22:00
πŸš€ The emergence of autonomous AI agents is reshaping compute demands, focusing on local execution due to privacy and security concerns. NVIDIA is enhancing this with DGX Spark, allowing developers to run agents on owned hardware using NVIDIA NemoClaw. The streamlined setup process enables quick deployment of these agents, making it easier to manage sensitive data. The latest updates also improve model performance and facilitate multi-node clustering for scaling needs. πŸŒπŸ”’ #AI #NVIDIA #DGXSpark...
Maitri Taneja

Get started with OpenAI GPT-5.5, GPT-5.4 models, and Codex on Amazon Bedrock

2026-06-01 21:33
πŸš€ OpenAI's GPT-5.5, GPT-5.4 models, and Codex are now available on Amazon Bedrock! These frontier models enhance coding, reasoning, and complex workflows. GPT-5.5 targets heavy workloads, while GPT-5.4 offers great price-performance. Codex, used by over 4 million developers weekly, supports AI-driven software development. Data processing meets residency requirements, with pay-per-token pricing. Access these models via the OpenAI Responses API for seamless integration. #OpenAI #AmazonBedrock...
Source: AWS Blog
Channy Yun (μœ€μ„μ°¬)

OpenAI, Anthropic, Google, Amazon, and xAI all fail on type of attack, study finds

2026-06-01 21:01
Recent research by Cisco reveals that AI safety benchmarks may not accurately assess model performance. The study evaluated 15 models from OpenAI, Anthropic, Google, Amazon, and xAI. Key findings show that all models struggled in multi-turn attacks, with success rates varying significantly. Single-turn assessments do not reliably predict multi-turn resilience, highlighting a critical gap in current evaluation methods. Interestingly, while Anthropic's Claude family performed best in multi-turn...
Darryl K. Taft

JetBrains open-sources Mellum2 to go where Claude Code can’t

2026-06-01 20:47
πŸš€ JetBrains has open-sourced Mellum2, a 12B-parameter coding model designed for agentic AI infrastructure tasks. This model expands on the original Mellum, which focused solely on code completion. Mellum2 is versatile, handling coordination, retrieval pipelines, and on-premises deployment needs. Two variants also launch with Mellum2: an β€œinstruct” version for direct answers and a β€œthinking” version for complex tasks. Built with a Mixture-of-Experts architecture, it maintains speed and...
Paul Sawers

The Inference Tax: How Prefix-Aware Routing Eliminates the Hidden Cost of LLMs at Scale

2026-06-01 19:30
🌐 Inference demand is rising rapidly, projected to dominate AI compute by 2030. A significant portion of compute costs is avoidable due to redundant work in systems. πŸ” DigitalOcean's prefix-aware routing addresses this inefficiency, significantly reducing unnecessary computations. By optimizing GPU performance and caching, they enhance cost-effectiveness without hardware constraints. πŸš€ Upcoming improvements in Serverless Inference will make these benefits accessible to all users, ensuring...
Simon Mo, CEO of Inferact

How We Cut up to 80% of Engineering β€œChores” Using AI Agents in Jira

2026-06-01 19:17
Atlassian's engineering team has found a way to reduce engineering maintenance tasks by up to 80% using AI agents in Jira. πŸ€– These "chores," like fixing flaky tests and managing feature flags, often consumed valuable time. By automating these repetitive tasks, the team can focus on more impactful work. Jira serves as the central hub where agents receive context and instructions, streamlining the workflow. Examples include using specialized agent skills to quickly address flaky tests, saving...
Christopher Cheung

DigitalOcean Serverless Inference: A Deep Dive

2026-06-01 18:44
πŸš€ **Introducing DigitalOcean Serverless Inference!** This API-first platform simplifies AI model deployment at scale. It supports 30+ foundation models across various modalities through a single API key. Key features include automatic scaling, intelligent routing, and built-in tools for efficient model management. Get started easily and pay only for what you use! #DigitalOcean #AI #Serverless #MachineLearning #TechInnovation
smehta

Elastic Build Machines now protect against out of memory builds

2026-06-01 18:30
πŸš€ Elastic build machines are enhancing performance with new memory monitoring features! They now automatically adjust based on your build's memory usage to prevent out-of-memory (OOM) failures. If your build is memory-intensive, you won’t be downgraded to a smaller machine. If memory is nearing limits, the system will upgrade to a higher tier automatically. Learn more about enabling elastic builds in your settings! πŸ› οΈ #ElasticBuilds #MemoryManagement #Vercel #SoftwareDevelopment #TechUpdates
Source: Vercel Blog
Mehul Kar

From Kubernetes Dashboard to Headlamp: Understanding the Transition

2026-06-01 18:00
Kubernetes Dashboard has been archived, marking the end of an era for many users. It provided an intuitive way to manage Kubernetes clusters. Enter Headlamp, which builds on this foundation. It offers a familiar interface while adding features like multi-cluster visibility and application-centric views. Headlamp supports existing workflows and enhances user experience with plugins and flexible deployment options. As you transition, you'll find many tasks from Dashboard remain while new...

FromΒ alertΒ noise toΒ action:Β How 24Β HourΒ FitnessΒ transformedΒ ITΒ operations with JiraΒ ServiceΒ Management and RovoΒ Ops

2026-06-01 17:25
πŸš€ 24 Hour Fitness has transformed its IT operations using Jira Service Management and Rovo Ops. The IT Ops team reduced alert noise and cut ITSM costs by 37%. They built a connected Ops platform that enhances incident traceability and improves on-call management. Learn more about their journey from the session at Atlassian’s Team ’26 conference. #ITOps #Jira #DigitalTransformation #24HourFitness #Atlassian
amacaraeg@atlassian.com

Claude Code vs. Cursor vs. Codex vs. Antigravity β€” six months in

2026-06-01 17:20
In the past six months, the landscape of agentic coding tools has shifted significantly. Four key players, Claude Code, Cursor, Codex, and Antigravity, have defined the market. πŸ” Claude Code remains focused on terminal use, emphasizing long-context reasoning for large codebases. Its careful approach demands developer oversight at critical moments. πŸ–₯️ Cursor offers flexibility, integrating with existing workflows without requiring migration. This model-agnostic tool allows developers to work...
Janakiram MSV

How we reduced core unit boot time from hours to minutes

2026-06-01 16:53
Cloudflare recently tackled a significant issue with core server reboot times. After a firmware update, reboot durations soared from minutes to four hours due to inefficiencies in UEFI data structures and network boot interfaces. πŸ”„ By investigating these factors, the team identified and eliminated unnecessary timeouts, restoring boot times to just minutes. This change not only improved server responsiveness but also streamlined maintenance processes across nearly 2,000 units. βš™οΈ The use of...
Omar Sheik-Omar