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Monday, June 22, 2026

Qodo just shipped cross-repo review. Here’s why it matters for AI-flooded teams.

2026-06-22 19:42
🚀 Qodo has introduced cross-repo review capabilities to help software teams manage the complexities of multi-repository environments. As AI-generated code increases, traditional review processes are struggling to keep pace, leading to potential issues across interconnected repositories. Itamar Friedman, Qodo's CEO, highlights that larger pull requests are taking longer to review and may introduce more bugs. The new features aim to enhance governance and maintain control within engineering...
Adrian Bridgwater

CCNA Success: Michelle Szklarska’s Pivot from Product Owner to Network Engineer

2026-06-22 17:50
🌟 Michelle Szklarska successfully transitioned from a product owner to a network engineer by earning her CCNA certification. She highlights that the CCNA not only validated her skills but also opened doors to new career opportunities. It provides essential knowledge in areas like IP addressing, routing protocols, and network security. The CCNA remains a valuable credential for those looking to pivot in their careers, proving its relevance even in a rapidly evolving tech landscape....
Patrick Gargano

SoftBank Corp.’s SOC Triaging Workflow Automated with Cisco Foundation AI’s Open-Source Model

2026-06-22 16:06
🚀 SoftBank Corp. has enhanced its Security Operations Center (SOC) by automating its triaging workflow using Cisco Foundation AI's open-source model. This integration allows for the detection of suspicious software and dynamic policy verification, streamlining operations significantly. The model categorizes software into 17 types for efficient enforcement of company policies. Previously manual processes are now automated, freeing up analysts to focus on more critical investigations. #SoftBank...
Huaibo Zhao

CCCL Runtime: A Modern C++ Runtime for CUDA

2026-06-22 16:00
🚀 Exciting news for CUDA developers! The NVIDIA CUDA Core Compute Libraries (CCCL) now offer modern C++ abstractions, enhancing both C++ and Python development. Key features include parallel algorithms for common operations, cooperative algorithms for custom kernel development, and idiomatic abstractions for CUDA tasks. The new CCCL runtime introduces user-friendly C++ APIs for core functionalities like stream management and memory allocation, providing a safer and more convenient programming...
Piotr Ciolkosz

SQL with GenAI: Building an Apache Iceberg lakehouse on Red Hat OpenShift

2026-06-22 15:25
Explore how SQL and GenAI can transform data management with Apache Iceberg on Red Hat OpenShift! This article discusses using Trino's AI functions to connect lakehouse architecture with LLM models—all through SQL. Analysts can join data sources, run analyses, and generate insights without complex setups. Key features include AI functions for sentiment analysis, classification, and text generation directly from SQL, streamlining workflows and enhancing data-driven decisions. Get started with...
Mike Hepburn

Enable Real-Time AI for High-Speed Data Acquisition with DAQIRI

2026-06-22 15:00
🚀 Real-time AI is transforming data acquisition! AlphaFold2's success in drug discovery highlights the importance of data. With modern sensors, we no longer wait decades for valuable insights. NVIDIA DAQIRI introduces a software-centric approach, enabling high-performance data processing directly from instruments. This innovation allows for immediate analysis and adaptive control, enhancing research efficiency. 🔍 Learn more about how DAQIRI is set to revolutionize data workflows!...
Cara Laasch

Right-sizing recommendations with MCOA and Perses dashboards

2026-06-22 14:26
🚀 Red Hat Advanced Cluster Management for Kubernetes 2.17 introduces developer preview for right-sizing recommendations using Perses dashboards. This update enhances visualization by migrating from Grafana to a more modular, code-defined solution. Key features include native Kubernetes integration and seamless console navigation. Namespace and OpenShift Virtualization right-sizing are covered, offering detailed insights into resource allocation. Explore these new capabilities and optimize...
Darshan Vandra, Raj Zalavadia

Inside NVIDIA Halos for Robotics: A Full-Stack Functional Safety System for Physical AI

2026-06-22 13:00
🚀 Exciting advancements in robotics are here! NVIDIA has launched Halos for Robotics, a full-stack safety system for physical AI. This platform combines AI computing with safety, adapting proven technologies from autonomous vehicles to meet the needs of industrial robots and humanoids. 🤖 Agility is integrating NVIDIA's solutions to enhance safe human detection, marking a shift towards standardized safety practices in the industry. Learn more about how NVIDIA is shaping the future of...
Suhas Hariharapura Sheshadri

Designing distributed AI inference: Core concepts and scaling dimensions

2026-06-22 07:01
Choosing the right model-serving engine like vLLM is just the starting point for enterprise AI inference. This article emphasizes the importance of understanding the core concepts of inference, the prefill and decode phases, and the dimensions of parallelism necessary for effective deployment. Key performance indicators (KPIs) such as time to first token (TTFT) and throughput are crucial for adapting to specific workloads. Recent developments include improved KV cache management and the shift...
Fatih E. Nar, Yuchen Fama, Greg Pereira, Yuan Tang

How to integrate CyberArk with Identity Management

2026-06-22 07:01
🚀 Red Hat Enterprise Linux has introduced a new feature in Identity Management: system accounts. This allows fine-grained access control for user accounts while enhancing security. 🔑 A key use case is enabling password rotation for regular users, addressing past challenges with static passwords. CyberArk now integrates with this feature, allowing seamless password management for organizations. 💻 The sysaccounts feature bypasses common constraints, enhancing automation in password management...
Josep Andreu Font, Francisco Trivino Garcia

Sunday, June 21, 2026

A public Sentry key is all it takes to hijack Claude Code, Cursor, and Codex

2026-06-21 17:00
🚨 A recent report from Tenet Security highlights a vulnerability known as "agentjacking." This attack exploits a public Sentry key to turn AI coding agents like Claude Code, Cursor, and Codex into code-execution engines on developers' machines. The process involves sending a fake error report that the AI agent interprets as an instruction, making it act without any malware or stolen passwords. This security flaw stems from the design of Sentry's Data Source Name (DSN), which is safe for human...
Janakiram MSV

Your agent wants to search like a 2010 quant

2026-06-21 16:00
AI agents require the right information to function effectively. Their success hinges on how well they can retrieve this information, especially as models advance. The evolution of AI search has moved from simple vector databases to hybrid search methods, which improved results significantly. Despite this progress, challenges remain, especially in understanding user intent. With new innovations like Perplexity's "search as code," the landscape may be shifting again, allowing agents to perform...
Jon Bratseth

“An agent is an LLM and a harness”: What Nvidia really thinks about OpenClaw

2026-06-21 15:00
Nvidia's CEO, Jenson Huang, embraces OpenClaw, reflecting a bold vision for the future of AI. Nader Khalil, Director of Developer Technologies, explains that an "agent" combines a large language model (LLM) and a harness, emphasizing the importance of iterative learning loops. Khalil highlights the evolution of AI tools, praising OpenAI's innovations like memory features in ChatGPT, which enhance user experience. Nvidia is focused on skills development through its CUDA X library to support...
David Eastman

Engineering Resilience: Lessons from the Front Lines of Cisco’s SSE Deployment

2026-06-21 12:00
🚀 Cisco IT has transformed its approach to securing an AI-powered workforce. In just 12 months, they reduced help desk cases by 18% and eliminated over 20 legacy VPNs. This shift to a unified, cloud-native Security Service Edge fabric enhanced security while minimizing complexity. The transition involved dismantling outdated infrastructure and moving towards a Zero Trust architecture to better support a modern workforce. #Cisco #Cybersecurity #AI #CloudComputing #ZeroTrust
Mike Cifelli

Saturday, June 20, 2026

Gemini CLI vs. Antigravity: What works, not the spec sheet

2026-06-20 16:00
Google has officially decommissioned its Gemini CLI, the open-source terminal tool, replacing it with Antigravity CLI, a closed-source alternative. As of June 18, Gemini CLI has stopped serving requests, impacting personal accounts without a grace period. The new Antigravity CLI aims to be snappier and supports multiple agents for complex tasks. Testing revealed issues with Gemini CLI, including persistent 503 errors that consumed free credits during the evaluation. Users might need to enable...
Jessica Wachtel

Backporting bug fixes is dead, Project Valkey now sends in the bots

2026-06-20 14:21
🚀 Project Valkey has released version 9.1, introducing new functionalities and improvements in security and performance. What’s notable is the use of an AI agent to handle bug fixes, which streamlines the process and reduces manual effort. This innovation allows maintainers to focus on core engineering tasks, enhancing overall project efficiency. #ProjectValkey #AIinTech #OpenSource #SoftwareDevelopment #TechInnovation
Adrian Bridgwater

Losing Fable made the best case yet for AI models you can run yourself

2026-06-20 10:30
Losing Fable has sparked conversations about the importance of AI models that users can run themselves. After its launch, Fable was taken offline due to a U.S. government directive, highlighting that access does not equal ownership. This situation reinforces the value of open-weight models like Z.ai's GLM-5.2, which users can download and operate independently. With impressive demo results, GLM-5.2 is gaining attention as a strong alternative, especially for coding tasks. #AI #OpenSource...
Matthew Burns

Friday, June 19, 2026

“Time to clean up human slop”: Why AI now reviews code better than your teammate.

2026-06-19 17:30
AI is now taking a more prominent role in code review processes, leading to discussions about its effectiveness compared to human reviewers. Avital Tamir from Groundcover highlights that human errors, termed "human slop," occur more frequently than those by AI. This raises questions about the traditional peer review model and its efficiency. Tamir advocates for a shift in how teams approach code reviews, emphasizing that AI can enhance reliability in identifying errors. #AICodeReview...
Adrian Bridgwater

Checkmarx’s new SAST engine isn’t about the LLM. It’s about what happens after.

2026-06-19 16:00
Checkmarx has introduced a new SAST engine that stands out by combining three components: a deterministic rules-based scanner, an LLM trained on security data, and a Findings Analysis Engine (FAE) for classifying results. This approach claims a higher F1 score of 0.499, outperforming a leading frontier model in tests. The emphasis is on orchestration, where these engines work together seamlessly, improving efficiency for development teams. Checkmarx aims to address the limitations of both...
Darryl K. Taft

“I think this is costing us more than we realize”: what permissionless ownership really asks of you

2026-06-19 14:30
Many people hesitate to voice concerns because speaking up changes their relationship to the issue. This internal negotiation often prevents them from raising their hand. The article discusses "permissionless ownership," where individuals take initiative to address gaps without waiting for formal assignments. It emphasizes the importance of context and responsibility in making improvements. This approach shifts the mindset from "someone should fix this" to "I can help fix this," fostering a...
Nicolás Vázquez

Anthropic overhauled Claude Design to fix the handoff. A designer and an engineer disagree on whether it worked.

2026-06-19 13:35
🔍 Anthropic has announced a significant update to Claude Design, aiming to enhance the handoff between design and engineering teams. The new version introduces bidirectional integration with Claude Code and improves user experience based on feedback, addressing token inefficiencies and adding connectors for popular tools like Adobe and Canva. However, some experts, including product designer Alfie Martin, express concerns about the efficiency of the tool, particularly regarding token usage...
Meredith Shubel

Deploy MemPalace MCP Server on Red Hat OpenShift AI

2026-06-19 07:16
🚀 Exciting developments in AI memory management! The article discusses deploying MemPalace's Model Context Protocol (MCP) server on Red Hat OpenShift AI, addressing the issue of lost context in AI conversations. MemPalace organizes memory hierarchically, improving recall and debugging. Key points include: - An HTTP/WebSocket wrapper for Kubernetes compatibility. - Health probes for better service management. - Compliance with OpenShift Security Context Constraints. This guide is valuable for...
Gerald Trotman

Get ready for Ansible Automation Platform 2.7

2026-06-19 07:16
🚀 Red Hat Ansible Automation Platform 2.7 is now available! This release offers flexible installation methods for Red Hat Enterprise Linux (RHEL) and OpenShift. Key features include a containerized installer and two deployment topologies: Growth and Enterprise for RHEL, and Operator Growth and Enterprise for OpenShift. Upgrading from version 2.6 is supported, but users with RPM-based deployments must migrate to the containerized installer first. Learn more about the new features and...
Catherine Choi

Thursday, June 18, 2026

Gusto Cofounder: An AI agent that runs payroll, HR, and benefits without waiting to be asked

2026-06-18 20:40
🚀 Gusto has launched Gusto Cofounder, an AI agent designed to manage payroll, HR, and benefits proactively, inspired by co-founder Eddie Kim’s family business experience. Unlike traditional AI assistants, it engages with users like a human co-founder, offering support anytime through text or Slack. This tool is built to securely handle sensitive data while streamlining essential business functions. #GustoCofounder #AI #SmallBusiness #HRTech #Payroll
Adrian Bridgwater

AI Agents Need New Security: Cisco Announces Intent to Acquire WideField Security

2026-06-18 20:00
🚨 Cisco has announced its intent to acquire WideField Security, enhancing Splunk's Agentic SOC. This move aims to improve security for AI agents by integrating identity and session intelligence. As AI agents and autonomous workloads proliferate, new security challenges arise, including risks from both unauthorized access and improper actions by authorized entities. The acquisition will focus on three key areas: 1️⃣ Protecting agents with clear operational guardrails. 2️⃣ Ensuring...
Kamal Hathi

MCP gets its missing enterprise authorization layer

2026-06-18 18:21
The Model Context Protocol (MCP) is enhancing enterprise connectivity for AI tools with a new "Enterprise-Managed Authorization" extension. This allows centralized control over server access through existing identity providers, streamlining the authorization process. Major companies like Anthropic and Microsoft are already implementing this in their applications. 🔐 The new system eliminates the need for repetitive OAuth prompts, ensuring a smoother user experience. Admins can set policies...
Frederic Lardinois

Cursor, GitLab and Zed agree GitHub is breaking. They disagree on how to rebuild it.

2026-06-18 17:32
🚀 Big developments in the AI coding landscape! Cursor has agreed to acquire AI startup Cursor for $60 billion, while unveiling a new Git-compatible platform called Origin at a developer conference. Origin aims to adapt to a future where AI handles most coding tasks. This move highlights growing competition for GitHub, as companies like Graphite are already setting new standards in code review and workflow tools. #AI #Coding #Cursor #GitHub #TechNews
Paul Sawers

Powering the Future of AI: Cisco’s Breakthroughs in Secure AI Networking with NVIDIA

2026-06-18 15:00
Cisco is reshaping AI infrastructure, combining advanced networking and security for large-scale deployments. Their collaboration with NVIDIA enables organizations to build integrated environments for AI, ensuring seamless operation from silicon to software. This holistic approach allows enterprises and cloud providers to deploy AI securely and efficiently. Learn more about these innovations! 🌐🔒🤖 #Cisco #AI #Networking #NVIDIA #CloudComputing
Sai Natarajan

Ask the experts: 5 tips for hybrid network operations with Global Overview

2026-06-18 15:00
🌐 Managing a global hybrid network can be complex due to fragmented data across multiple platforms. Experts suggest five tips to streamline operations: 1. Build from a unified view. 2. Use Global Overview as your starting point. 3. Prioritize issues effectively. 4. Choose the right operational model. 5. Plan for scalable hybrid operations. By centralizing visibility, teams can troubleshoot faster and improve efficiency. #HybridNetworking #NetworkManagement #CiscoMeraki #GlobalOverview #TechTips
Jenn Garrison

The less obvious headliner at BottleRock 2026

2026-06-18 15:00
At BottleRock Napa Valley, the network was a key player behind the scenes. Cisco and Splunk showcased how Wi-Fi 7 and the 6 GHz standard can handle high-density events. Over three days, the network supported 58,380 unique clients and processed 58.69 TB of traffic. This technology allowed seamless interaction, from food orders to artist operations, proving vital to the event's success. #BottleRock2026 #WiFi7 #TechInEvents #Cisco #Splunk 📶🎶🌐
Matt Swartz

Neoclouds, sovereign AI and Postgres: The new operating model for regulated enterprises

2026-06-18 15:00
Enterprises are facing challenges as inference becomes the main focus of AI. 🚀 Data often moves out of secure systems, leading to higher costs and security risks. Research indicates that 95% of organizations aim to build their own AI platforms, yet only 13% have succeeded. Those leading the way prioritize infrastructure strategy over model quality. Successful companies are adopting a sovereign approach, utilizing multiple cloud and on-premises environments tailored to their needs. This shift...
Max Romanenko

Manage LLM evaluation workloads at scale with EvalHub and Kueue

2026-06-18 14:00
🚀 EvalHub is transforming LLM evaluation in Kubernetes. As AI/ML workloads grow, managing resources becomes critical. Kueue addresses this by providing a structured queueing system for workload management. It ensures fair resource sharing, prioritization of urgent jobs, and minimizes operational inefficiencies. This guide is part of a series on building a scalable AI evaluation infrastructure. #AI #Kubernetes #EvalHub #MachineLearning #WorkloadManagement
Narayan Sagar, Prabhu Padashetty, Sobha Cheruku, Gin Biak Naulak

Troubleshoot application misbehavior after an OpenShift upgrade

2026-06-18 14:00
🔍 After an OpenShift upgrade, diagnosing application misbehavior is crucial. This article highlights key areas to investigate: 1️⃣ **Migration Issues**: Upgrades usually don’t require application changes if compatible with cgroups v1 or v2. 2️⃣ **Troublesome Scenarios**: Changes in application images, workloads, or instrumentation can lead to unexpected behavior. 3️⃣ **Container Awareness**: Applications must recognize container limits to function correctly. Non-container-aware applications...
Francisco De Melo Junior

The database storage problem is solved. Here’s what comes next.

2026-06-18 14:00
Postgres has long been recognized as a reliable transactional database. It supports critical operations like customer records and financial transactions. Recent innovations focus on reducing data movement rather than just storage. Organizations face challenges with interoperability as data flows between various systems, creating complexity and potential inconsistencies. As businesses enhance their analytical and AI capabilities, they seek seamless integration with their existing Postgres...
Craig Kerstiens

Fable 5 ban: 4 open models responded before Anthropic could restore access

2026-06-18 13:34
On June 12, the U.S. government ordered Anthropic to suspend their AI models, Fable 5 and Mythos 5, impacting all foreign nationals. Anthropic complied, halting access worldwide. In response, several open-weight coding models emerged as alternatives for enterprises outside the U.S. Notably, Cohere, Moonshot, and Zhipu released new models during this period, providing users with quick options. This situation highlights the importance of having multiple sourcing strategies in AI development, as...
Janakiram MSV

Your AI pipeline is broken, and your dashboards don’t know it

2026-06-18 13:00
🚨 A recent incident highlighted the challenges of debugging AI systems. A corporate client's RAG pipeline produced false financial recommendations without alerting users. 🔍 It took three days to identify that a small prompt change caused the model to ignore context. Unlike traditional software, AI debugging lacks clear error messages and root causes. To adapt, we need to rethink our debugging approach for generative AI. #AIDebugging #GenerativeAI #TechChallenges #AI #DataIntegrity
Emmanuel Akita

Preserve OpenShift Pipelines logs with OpenTelemetry

2026-06-18 07:01
🚀 Embrace CI/CD with Red Hat OpenShift Pipelines! Built on Tekton, it allows for efficient execution of cloud-native pipelines. However, high-churn environments lead to fleeting logs, making observability a challenge. 🛠️ The Red Hat build of OpenTelemetry addresses this by capturing and routing pipeline logs for both local troubleshooting and long-term storage in Splunk-HEC, ensuring compliance with industry regulations. 🔍 Enhance your logs with vital metadata and maintain easy access to...
Michaela Lang

Wednesday, June 17, 2026

“A data lake of nuance for AI agents to swim in”: AWS Context gets shipshape on reasoning

2026-06-17 18:00
📊 AI thrives on context, not just data volume. AWS has introduced AWS Context to enhance AI reasoning by mapping relationships within existing data into a knowledge graph. 🔍 This service allows AI agents to access essential data relationships and business rules in real-time. 🌐 Mai-Lan Tomsen Bukovec explains that this approach mirrors human decision-making, relying on comprehensive context for better outcomes. #AI #AWS #DataAnalytics #KnowledgeGraph #DigitalTransformation
Adrian Bridgwater

Kiro goes mobile: AWS brings agentic coding supervision to the iPhone

2026-06-17 17:00
🚀 AWS has launched a native iOS app for Kiro, its AI-powered development environment. This app allows developers to monitor and approve coding sessions directly from their phones. 📱 Announced at the AWS New York Summit, it enables developers to start sessions, review changes, and manage tasks while on the go. The app supports three modes: Chat, Spec, and Autonomous, ensuring flexibility in workflows. 🌐 Kiro Mobile keeps developers connected without requiring them to be at their desks,...
Darryl K. Taft

Vercel launches eve, an open-source framework that treats agents as directories

2026-06-17 16:59
🚀 Vercel has launched **eve**, an open-source framework for AI agents that treats each agent as a directory of files. This innovative approach simplifies the development process, similar to how Next.js defines web apps. Eve compiles directories into functioning agents, ensuring each session is durable and can resume after interruptions. Security is prioritized with sandboxed environments for agent code. Developers can monitor activities through an observability dashboard featuring...
Frederic Lardinois