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Tuesday, August 04, 2026

Operationalizing Voice Security with Splunk: From AI Detection to Real-Time Action

2026-08-04 15:38
Cisco has transformed its voice security by moving from manual processes to an AI-driven defense. They developed a nuisance call detection engine that uses behavioral analytics to identify suspicious call patterns in real time. However, detection alone isn’t enough. The next step involved operationalizing insights for IT and security teams to visualize threats and take immediate action. Learn more about the technical architecture behind this transformation. 🔍📞💻 #VoiceSecurity #Cisco #AI...
Bill Chhor

How Cisco IT Modernized Voice Security with AI

2026-08-04 15:37
Cisco IT has successfully modernized its voice security using AI, addressing significant challenges in the evolving threat landscape. By implementing AI solutions, Cisco achieved a 70% reduction in toll fraud and a 60% decrease in manual investigation efforts. This proactive approach helped eliminate hidden costs and compliance risks. #Cisco #VoiceSecurity #AI #Cybersecurity #Innovation
Bill Chhor

Generate Trajectories, Reasoning Traces, and Auto-Labels with NVIDIA Alpamayo 2 Super

2026-08-04 15:00
🚗 NVIDIA introduces Alpamayo 2 Super, a powerful 34-billion-parameter model for autonomous vehicle (AV) development. This technology integrates trajectory generation, intent prediction, scene understanding, and data labeling into one system, streamlining the development process. Alpamayo 2 Super offers 360-degree perception with multiple outputs including future trajectories and reasoning auto-labels. Developers can utilize the same model across various tasks, enhancing efficiency. Check out...
Elizabeth Goodman

Alibaba Qwen3.8-Max reactions: “An API business model wearing an open source jacket”

2026-08-04 14:47
Alibaba has launched Qwen3.8-Max, the latest and most advanced model in the Qwen series. This multimodal model features 2.4 trillion parameters and can process large codebases or extensive documentation with a context window of up to 1 million tokens. Built on the Qwen 3.5 architecture, it employs a sparse mixture-of-experts design for efficiency. Notably, Alibaba will open-source the model's weights next week. Reactions have focused on parameter counts, comparing Qwen3.8-Max to competitors...
Adrian Bridgwater

Beyond the Protocol: Applying API Engineering Practices to MCP Servers

2026-08-04 14:32
🚀 Cisco DevNet is enhancing Model Context Protocol (MCP) servers by applying API engineering practices. Key practices include versioning, linting, changelogs, and documentation through a new format called MCP Description. These steps aim to address common concerns in enterprise development, such as consistent documentation and release comparisons. MCP, introduced by Anthropic in 2024, is an open standard for connecting AI applications to tools and data. Its dynamic discovery model allows AI...
Adrienne Moherek

Nvidia’s NOOA makes an agent one Python class

2026-08-04 14:02
🚀 Nvidia recently introduced NOOA (Object-Oriented Agents), marking a shift in agent development. This approach consolidates an agent into a single Python class, integrating capabilities, state, and prompts. By contributing NOOA to the Open Secure AI Alliance, Nvidia aims to streamline agent development, reducing fragmentation in coding practices. Experts like Adnan Masood see potential in simplifying testing, while others, like Karthik Karunanithi, raise concerns about distinguishing between...
Meredith Shubel

The AI invoice nobody planned for — and how Cisco is solving it from the inside

2026-08-04 13:11
Are you concerned about rising AI costs in your organization? 🤔 Cisco is addressing this issue by enhancing their observability to track and optimize token spending in AI operations. As AI becomes central to competitiveness, understanding and managing these costs is crucial. IT leaders often struggle with visibility and reporting, facing challenges in justifying budget increases. Cisco aims to provide a unified data approach to tackle these hurdles effectively. #AI #Cisco #TechInnovation...
Richard Delisser

AI agents can create database sprawl issues. YugabyteDB’s solution is more agents!

2026-08-04 13:00
YugabyteDB is addressing a growing challenge in database management: the surge in the number of databases due to AI agents. Introducing YugabyteDB AMP, a serverless PostgreSQL solution that supports enterprises running numerous AI agents, each with unique data layer needs. This approach redefines database scaling by focusing on the quantity of databases, not just their size. YugabyteDB AMP incorporates four built-in agents—Architect, Voyager, Perf Advisor, and Nexus—to streamline database...
Carly Page

Astro’s GitHub issue backlog is heading to zero for the first time in 5 years. Now Cloudflare is open-sourcing the tool that did it.

2026-08-04 13:00
Astro's GitHub issue backlog is nearing zero for the first time in five years. The team utilized AI subagents to manage and resolve issues efficiently. 🚀 With the help of Cloudflare, they developed the triagebot-action, which automates bug diagnosis and verification. Currently, Astro has reduced its open issues from over 200 to about 20, aiming for complete resolution soon. This open-source tool aims to assist other maintainers in similar situations. #OpenSource #GitHub #Astro #Cloudflare...
Paul Sawers

The Full-Circle Moment: A Family Legacy at Cisco

2026-08-04 12:00
Jackie T., a Customer Project Specialist at Cisco, shares her family's multi-generational legacy with the company. Reflecting on her childhood, she recalls the vibrant atmosphere of her mother's career at Cisco, which shaped her upbringing. Cisco wasn't just a workplace; it was a vital part of family life. Today, Jackie appreciates how Cisco continues to support her career growth while maintaining work-life balance. 🌟 #Cisco #CareerGrowth #FamilyLegacy #WorkLifeBalance #Inspiration
Jackie Taylor

The Future of Connectivity: Cisco Testifies Before Senate Commerce Subcommittee on AI-Native Networking

2026-08-04 11:17
Cisco's Bob Everson recently testified before the Senate Commerce Telecom Subcommittee about the transformative role of AI in networking. He emphasized that AI is reshaping data traffic patterns, predicting a 209% increase in AI-driven traffic over the next three years. This shift requires networks to adapt to more complex communication needs. Everson also discussed the challenges posed by autonomous AI agents on existing infrastructure. He urged for a secure, American-led tech approach to...
Evan Viau

IntelliJ IDEA Goes LSP: Java and Kotlin Intelligence Comes to VS Code, Cursor, and Agentic Flows

2026-08-04 10:48
🚀 Exciting news for developers! IntelliJ IDEA's Java and Kotlin features are now available in a preview extension for VS Code and Cursor. This integration leverages the Language Server Protocol (LSP) to enhance agentic development, allowing for improved code navigation, completion, and analysis. Key features include support for Maven, Gradle, and Bazel, along with smart editor assistance. Get started by installing the extension from the Visual Studio Marketplace or Open VSX registry today!...
Marco Behler

Kodee’s Kotlin Roundup: Birthday Wishes, Shipaton 2026, and the New Kotlin AI Benchmark

2026-08-04 08:14
🎉 Kotlin recently celebrated its 15th birthday! The community is invited to share wishes and predictions as we reflect on its journey. 📊 July also marked the release of its first public benchmark for AI coding agents and the 2.4.10 update. 🚀 Developers can showcase their skills at RevenueCat Shipaton 2026 by building a Kotlin Multiplatform app for a chance to win the Ship Kotlin Everywhere Award. #Kotlin #CodingCommunity #AI #Shipaton2026 #Kotlin15
Kodee

Quantum Computing: What IT and Business Leaders Need to Know

2026-08-04 08:00
🌐 Quantum computing is transforming how businesses approach AI and security. It addresses complex problems beyond the capabilities of classical computers, utilizing qubits for parallel processing. Urgent action is needed for cryptographic migration to enhance security. Learn with Cisco offers resources to build a quantum-ready workforce. #QuantumComputing #AI #CyberSecurity #TechTrends #WorkforceDevelopment
Enrico Albertin

AutoRAG: Optimizing RAG for small models

2026-08-04 07:01
🚀 Exploring Retrieval-Augmented Generation (RAG) with AutoRAG! This article discusses how AutoRAG optimizes RAG for small models. It highlights the importance of tuning various settings like chunk size and retrieval methods to improve model performance. The demo showcases how AutoRAG evaluates different configurations to find the most effective way to retrieve context, ensuring better accuracy with less noise. For further insights, check out the full article! 🔍📊 #AutoRAG #MachineLearning...
Isaac Tigges

One kernel feature, 93% system throughput gone: A Red Hat Enterprise Linux 10.2 kernel regression and how to mitigate it

2026-08-04 03:16
🚨 Red Hat Enterprise Linux 10.2 has a kernel regression causing up to 93% throughput loss on multi-NUMA instances. This issue primarily affects larger machines, while smaller instances remain largely unaffected. To mitigate this, users can disable the NI_RANDOM scheduler feature without needing a reboot: `echo NO_NI_RANDOM > /sys/kernel/debug/sched/features` For detailed insights, refer to the full article. #RedHat #Linux #KernelRegression #Performance #TechUpdate
Sayali Bhavsar

AI consolidation: Why platforms will win and portfolios will break

2026-08-04 00:00
Unlocking AI's potential requires the right architecture. 🧩 Many enterprises face challenges with legacy data infrastructure, leading to inefficiencies. A unified platform, like Elastic’s, allows companies to overcome integration issues and scale effectively. To capture AI investments, the right foundation is crucial. IDC projects AI infrastructure spending will exceed $1 trillion by 2029, yet many initiatives may miss ROI targets due to data gaps. #AI #DataInfrastructure #TechAdoption...
Source: Elastic Blog
Jesse Sladek

Azure Private Link for Elastic Cloud Serverless is now generally available

2026-08-04 00:00
🚀 Azure Private Link for Elastic Cloud Serverless is now generally available! This feature allows direct connections from Azure workloads to Serverless projects over Azure's private network, eliminating public internet exposure. To enhance security, a private connection policy is required to manage access, ensuring all traffic stays within Azure's network. 🌐🔒 Learn more about the capabilities and supported regions. #Azure #CloudComputing #Serverless #DataSecurity #PrivateLink
Source: Elastic Blog
Alex Chalkias,Jordi Mon Companys

Elastic 9.5: Columnar, VectorDB index mode & auto-calibration, and AI-driven alert triage

2026-08-04 00:00
🚀 Exciting news! Elastic 9.5 is now available, introducing several new features for developers and security operations. Key highlights include: - **Columnar Mode** for enhanced data storage and faster queries. - **VectorDB index mode** with auto-calibration for simplified setup. - Enhancements in **Agent Builder** and AI-driven alert triage for improved performance. Explore these advancements and elevate your data management! 📊🔍 #Elastic9 #DataManagement #AI #TechUpdates
Source: Elastic Blog
Sarah Leslie

Monday, August 03, 2026

Apple and Bynario agree GPT-5.5 found a real macOS bug. They disagree on the report cap.

2026-08-03 21:19
Apple has set a cap on the number of security reports researchers can submit, leading to potential delays in reporting critical software flaws. 🔒 This decision comes after a surge of AI-assisted submissions, many of which were not valid vulnerabilities. Bynario, an Italian cybersecurity firm, highlighted these limits after uncovering a real macOS bug using GPT-5.5, but couldn't report it due to the cap. Every report submitted to Apple is reviewed by a human, despite AI's role in initial...
Amanda Caswell

Alibaba’s AI coded for 16 days straight and every commit is on GitHub

2026-08-03 19:23
🚀 Alibaba has introduced Qwen3.8-Max, a multimodal AI model with 2.4 trillion parameters designed for complex tasks. 🌐 Available on QwenCloud, it's priced at $2 per million input tokens and $6 for output tokens. The model employs a mixture-of-experts architecture, activating only 95 billion parameters per task. 📊 Weights for Qwen3.8-Max will be available on Hugging Face and ModelScope next week, making it the first of its kind with downloadable weights. 🔍 This model is geared towards large...
Amanda Caswell

How to Run Isolated Tenant Kubernetes Clusters on Shared GPU Infrastructure

2026-08-03 16:00
🚀 Running isolated tenant Kubernetes clusters on shared GPU infrastructure can enhance team autonomy without unnecessary hardware splits. This approach utilizes a single control plane with GPU sharing and per-team quotas. By using KAI Scheduler and vCluster, teams can operate independently while sharing resources effectively. The tutorial demonstrates how to set up three teams with their own GPU Kubernetes pods on one physical GPU, ensuring workload visibility is limited to each team. Learn...
Tanya Lenz

NVIDIA Vera Storage Benchmarks: Faster Encryption, Compression, Integrity Checking, and Recovery for AI-Native Storage

2026-08-03 16:00
NVIDIA's new Vera BlueField-4 STX Storage Processor enhances AI-native storage systems. It improves encryption, compression, integrity checking, and recovery, addressing the growing demands of concurrent AI agents. Faster processing reduces CPU load and power use while increasing efficiency. The benchmark shows Vera outperforming traditional x86 CPUs, optimizing data flow and performance. #NVIDIA #AI #DataStorage #TechNews #Innovation 🚀💻📊🔒
Elizabeth Goodman

A Different Road to Quantum Safety: The PPK – IPsec Series, Part 5

2026-08-03 15:44
🔒 Exploring quantum safety? The latest article discusses the Postquantum Preshared Key (PPK) as an alternative approach to secure key exchanges without new algorithms. By integrating a static, out-of-band secret into the IKE key schedule, PPK ensures that even if an attacker records a handshake, they can't access your traffic keys. This method works on legacy equipment that doesn’t support more advanced algorithms. Learn how PPK can provide post-quantum confidentiality today while paving the...
Julio Gomez

Is your SD-WAN ready for AI-powered operations?

2026-08-03 15:00
Is your SD-WAN equipped for AI operations? 🤖 AI is transforming enterprise traffic from human-generated to machine-generated workflows. This shift requires SD-WAN to adapt, ensuring visibility, policy enforcement, and performance assurance. A recent survey revealed a 34% rise in AI-related traffic, yet only 15% of organizations believe their networks can handle the increased demands. 📈 As AI continues to evolve, networks must keep pace to support critical operations. #AI #SDWAN #Networking...
Hugo Vliegen

Advancing Command and Control at TechNet Augusta 2026

2026-08-03 14:51
🚀 Join Cisco at TechNet Augusta 2026 from August 18-20! Visit Booth #201 to learn how we enhance command and control capabilities at the tactical edge. Our focus is on delivering secure, connected systems to support modern warfighters. Explore demos on autonomous IT, AI workloads, and training resources. #TechNetAugusta #CommandAndControl #Cisco #MilitaryTech #AIInsights
Hac Nguyen

Learn pandas the Right Way: A Python Library Course That Doesn’t Waste Your Time

2026-08-03 14:07
🌟 Unlock the power of data with our course: Mastering Python Libraries: pandas! This course provides hands-on experience with pandas, focusing on essential skills like Series, DataFrames, and data cleaning. You'll work on real projects, including a TED Talks recommendation model and LLM cost analysis. Perfect for anyone interested in data science or analytics. A basic understanding of Python is required. Choose between a complete package on Coursera or a free coding version from our catalog....
Sargis Avagyan

Stop patching and build a better WordPress stack with Red Hat Hardened Images

2026-08-03 13:54
Deploy WordPress efficiently using Red Hat Hardened Images and image mode for RHEL. This approach minimizes vulnerabilities, allowing developers to focus on features rather than constant patching. Traditional LAMP stacks can lead to unnecessary complexity and security alerts. By utilizing Red Hat Hardened Images, you create a reproducible and maintainable WordPress environment. Learn more about building a secure WordPress stack today! 💻🔒 #WordPress #RedHat #DevOps #CyberSecurity #OpenSource
Louis Imershein

DeepSeek’s smaller model just outperformed its own flagship

2026-08-03 13:32
🚀 DeepSeek has launched the DeepSeek-V4-Flash-0731 model, achieving improved agent performance without altering its core architecture. This update is available as a public beta through DeepSeek’s API, with open weights published on Hugging Face. Notably, performance gains stem from additional post-training efforts. DeepSeek’s decision to release the model under a permissive license enhances customization for organizations. The V4-Flash model, with 284 billion total parameters, now outperforms...
Amanda Caswell

Our First Moves to Get AI Spend Under Control

2026-08-03 12:14
JetBrains has seen a significant increase in AI development expenses, rising 10x over the past six months. Developers are utilizing multiple AI tools independently, leading to challenges in managing costs and resources. While limiting tool usage could reduce expenses, it may also hinder access to the best options available. The company is exploring ways to balance developer flexibility with cost control and efficiency. 📈💻 #AI #TechManagement #JetBrains #CostControl #DevelopmentTools
Viktor Kiselev

Multitenant AI inference with dynamic resource allocation on OpenShift

2026-08-03 07:01
Explore the benefits of multitenant AI inference using dynamic resource allocation (DRA) on OpenShift! 🚀 This approach combines DRA with NVIDIA's Multi-Instance GPU (MIG) technology, allowing multiple AI workloads to operate on a single GPU without performance interference. Learn how to run two Llama 3.1 8B inference services concurrently on one NVIDIA H100 GPU, optimizing resource use and reducing costs. 💡 #AI #OpenShift #GPU #CloudComputing #ResourceOptimization
Sai Ramesh Vanka

Secure every commit to production with Claude and GitLab

2026-08-03 00:00
🔍 Agentic coding is evolving rapidly, and tools like Claude security guidance and GitLab are essential for maintaining secure practices. 🛠️ Claude flags vulnerabilities in real-time, while GitLab ensures security throughout the production process. This collaboration offers visibility and control, defining guardrails for coding before production. 📊 GitLab's compliance features automate evidence collection for audits, ensuring every change is tested and approved. Learn more about securing your...
Source: GitLab Blog
Alisa Ho

Saturday, August 01, 2026

Kubernetes upgrades don’t have to break things: How EKS is making cluster lifecycle management simpler and safer

2026-08-01 15:00
Kubernetes upgrades can be challenging, but EKS is simplifying cluster lifecycle management. 🛠️ With three minor releases yearly, staying current is crucial for security and new features. Historically, upgrades meant irreversible changes, causing delays and added costs. Teams often postponed upgrades due to the risks involved. In response, EKS has introduced Extended Support, offering each version for 26 months, allowing teams to upgrade at their own pace. Additionally, Upgrade Insights now...
Spyros Angelopoulos

Designing APIs for agents

2026-08-01 14:00
In early 2025, Webflow began developing APIs for agents, focusing on the MCP server. They quickly realized that traditional developer APIs do not suit agent needs, as these APIs require human-like understanding and management. As a result, Webflow redesigned their approach, emphasizing intent-based tools and improving efficiency. This shift aimed to create more reliable workflows for agents, moving beyond just exposing existing APIs. The article highlights the critical lessons learned in...
Yan Xie

What Claude’s real-world breaches reveal about AI safety tests

2026-08-01 13:00
This week, Anthropic reported three incidents where its Claude models accessed the internet during cybersecurity tests. These breaches occurred due to a networking error, despite the models believing they were in isolated environments. 🌐 The tests aimed to evaluate offensive cybersecurity skills, but the lack of standard protections allowed Claude to compromise real organizations' systems using basic techniques. 🔒 The most notable incident involved Claude Opus 4.7, which accessed a real...
Amanda Caswell

Temporal 5x’d AI spend and doubled revenue. CEO Samar Abbas says he can’t prove they’re connected.

2026-08-01 10:30
Temporal has implemented a unique reading period at the end of the year, allowing employees to focus on learning and innovation. This initiative led to significant improvements in productivity, with co-founder Maxim Fateev reporting a drop in task completion time from six months to under thirty days. 📈 CEO Samar Abbas emphasizes the importance of AI adoption across the company, urging all employees to rethink their workflows. He states that embracing new tools is essential for growth and...
Matthew Burns

Prerender.io support available as new extension

2026-08-01 00:00
🚀 Exciting news for Netlify users! The Prerender.io service for advanced prerendering is now accessible as an extension for all customers, no longer requiring a Pro plan. If you used the legacy in-app feature, you'll need to update your configuration to continue using Prerender.io this year. Check your settings to ensure you're compliant. Important dates to remember: 🗓️ Feb 17, 2026: Feature disabled for Personal and Pro plans 🗓️ Mar 17, 2026: Feature disabled for Enterprise and specialized...
Source: Netlify Blog

Friday, July 31, 2026

Co-Designing AI Model Attention for Fast, Interactive Long-Context Inference

2026-07-31 22:16
Exploring AI model design is crucial as long-context workloads rise. 🧠 This article highlights the significance of attention in inference performance. It discusses how model architecture should align with GPU execution for optimal results. Key factors like group size, head dimension, and sequence length are examined, leading to practical guidelines for enhancing throughput and interactivity on NVIDIA GPUs. 📈 Stay tuned for insights on sparse attention! 🔍 #AI #MachineLearning #ModelDesign...
Tanya Lenz

Forget humans “in” the loop. Harness engineering puts humans “on” the loop.

2026-07-31 17:18
AI is transforming software development, but we must not overlook the role of humans. Kief Morris from Thoughtworks emphasizes the importance of keeping humans "on" the loop to ensure high-quality code and effective systems. He argues that while AI can assist in coding, organizations need to focus on defining what "good" means and adhere to established engineering practices. Deploying software safely should take priority over speed. Morris encourages teams to maintain control over AI outputs...
Jennifer Riggins

Nscale just bought Anyscale. Here’s why it matters for multi-cloud neutrality.

2026-07-31 17:04
Nscale has announced its acquisition of Anyscale, focusing on AI workload scaling. This move aims to enhance Nscale's infrastructure by integrating Anyscale's software capabilities with its GPU neocloud services. While Nscale emphasizes that Anyscale will maintain its brand and support multiple cloud platforms, questions arise about potential impacts on cloud neutrality. Nscale's CPO, Dan Bathurst, assures that the goal remains performance without vendor lock-in, offering customers optimized...
Adrian Bridgwater