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Wednesday, August 19, 2026

7 lessons for IT leaders on using observability to monitor AI applications

2026-08-19 00:00
🚀 IT leaders, here are 7 key lessons on using observability to monitor AI applications! Over six months, the Elastic IT team achieved significant operational savings of $2.5 million by implementing LLM observability. They highlighted the importance of measuring AI value from day one, turning ROI into a real-time KPI. 📊 Despite 85% of IT decision-makers planning to enable observability, only 8% have done so. This gap is referred to as “measurement debt,” which can impact future evaluations....
Source: Elastic Blog
Brad Quarry

From chaos to context: Building an AI dev workflow

2026-08-19 00:00
Building an efficient AI development workflow can transform the coding experience. The article discusses overcoming frustrations with AI by implementing features like GitLab's Explain and Resolve vulnerabilities. Key points include: - AI can autonomously make code changes and run tests, enhancing productivity. - An optimized workflow prioritizes active tasks and streamlines context retrieval. - Effective delegation allows parallel work on multiple merge requests without conflicts. - Specific...
Source: GitLab Blog
Gregory Havenga

How state and local agencies can get ahead of fraud starting with the data they already have

2026-08-19 00:00
State and local agencies face significant challenges with fraud, losing an estimated $233 billion to $521 billion annually across federal programs. A key issue is data fragmentation. Important information needed to detect fraud often resides in disconnected systems, delaying response efforts. Improving data integration is crucial for timely anomaly detection and prevention. 🔍💼💡 #FraudPrevention #DataIntegration #Government #PublicSafety #AI
Source: Elastic Blog
Leanne Link

Tuesday, August 18, 2026

What happens to your indexed data when Mistral flips the switch?

2026-08-18 20:07
Mistral is transitioning enterprise customers from Google Drive and Microsoft SharePoint Knowledge Connectors to MCP-based alternatives by August 31. 🔄 Administrators must install these replacements, as there will be no automatic migration. The new system changes how documents are accessed, but details on the retrieval architecture remain limited. 🗂️ Currently, Mistral processes files and stores a searchable index in European data centers. Users connect their accounts to search for accessible...
Amanda Caswell

“If GitHub was stable, these alternatives would not be as interesting”: Cursor launches Origin as GitHub goes dark

2026-08-18 19:47
🚀 Cursor has launched Origin, a Git-compatible code-hosting platform aimed at addressing the needs of AI-generated commits. This beta release follows Cursor's acquisition by SpaceX and coincides with a significant outage on GitHub, highlighting the demand for alternative solutions. Origin's development comes amid GitHub's struggles with scaling and performance issues, as noted in recent reports. #Cursor #Origin #GitHub #TechNews #AI
Paul Sawers

How AI Coding Agents Can Unlock Materials Simulation with NVIDIA ALCHEMI Toolkit

2026-08-18 18:00
Unlock the potential of materials simulation with the NVIDIA ALCHEMI Toolkit! This innovative tool addresses challenges in atomistic simulations by combining machine learning with GPU acceleration. It streamlines the creation of simulation workflows using user-friendly, natural-language prompts. Explore how to set up your environment and improve code reliability with the Toolkit for effective simulation results. #NVIDIA #ALCHEMI #MaterialsScience #AICoding #SimulationTools 🧪💻🔬✨
Elizabeth Goodman

A Claude Code skill was eating 200,000 tokens before answering a single question

2026-08-18 17:42
A recent update from Anthropic reveals that its Claude Code skill was previously consuming over 200,000 tokens before responding to a question. With version 2.1.234, this has been reduced to approximately 25,000 tokens, a significant drop of over 85%. This change was achieved by loading reference documentation on demand rather than upfront. Developers had previously identified this issue, noting that the embedded reference files were contributing to excessive token usage. The update aims to...
Amanda Caswell

Agentic AI has a latency problem that more compute won’t solve

2026-08-18 16:58
🚀 A recent report reveals a significant issue in enterprise AI deployments: 50% are failing to meet their latency targets during peak load. 📊 The Akamai State of AI Inference 2026 report highlights that 82% of organizations require response times under 500 milliseconds, yet many are falling short. 🔄 The root of the problem lies in the iterative nature of agentic workflows, causing delays due to multiple operational "hops" across networks. 💻 Simply adding more GPU capacity won't solve this...
Jon Alexander

Run Massive-Scale UMAP in Minutes Using Multiple GPUs—Without Losing Accuracy

2026-08-18 16:48
Unlock the power of UMAP with NVIDIA's latest advancements! 🚀 Uniform Manifold Approximation and Projection (UMAP) is essential for data visualization and feature extraction. However, as datasets grow, running UMAP can become costly and time-consuming. NVIDIA's cuML now allows multiple GPUs to speed up the all-neighbors graph construction, drastically reducing training time. This enables analysis of massive datasets in minutes rather than hours. Explore how to leverage this multi-GPU...
Tanya Lenz

AI Coding Agents: Adoption Trends

2026-08-18 15:03
🚀 The Developer Ecosystem Survey 2026 reveals significant trends in AI coding agent adoption among professional developers. 📊 As of mid-2026, 90% of developers use AI coding tools weekly, with 68% using them daily. Claude Code has surged to become the top choice, with 39% of developers using it, marking a substantial rise from earlier in the year. 📉 GitHub Copilot has seen a decline in adoption, now at 21%, but remains widely recognized, boasting 79% awareness among developers. 🔍 Codex is...
Mikhail Bogdanov

Meet “The Data Center Lens” video series: Clear answers for modernizing and scaling for AI

2026-08-18 15:00
🌟 Introducing "The Data Center Lens," a new monthly video series designed to support infrastructure modernization and AI scaling. This series addresses the real challenges faced by organizations, such as outdated hardware and tight budgets. It offers field-level guidance without unrealistic expectations. You can choose between two tracks: Modernizing the Data Center or Accelerating AI Innovation, tailored to your current needs. Stay informed and tackle your infrastructure challenges...
Matthew Dietz

How Cisco and Auvik simplify network modernization for AI

2026-08-18 15:00
🌐 As AI transforms organizational needs, Cisco and Auvik are addressing the challenges of network modernization. They enable IT teams to effectively map, monitor, and prioritize updates across diverse environments. This partnership enhances visibility into existing networks, essential for supporting AI applications. Key features include: - Automated device discovery - Real-time performance monitoring - Simplified configuration documentation Gain clarity and prepare your network for AI! 💻🔍...
Ana Nennig

Cloud or On-Premises? New Report Shows Why AI Workload Placement Matters

2026-08-18 14:57
🌐 A new report from Omdia highlights the challenges of AI workload placement faced by infrastructure leaders. 🔍 A staggering 94% of surveyed organizations expressed regrets about their initial AI infrastructure decisions, emphasizing the importance of understanding costs, security, and workload realities. 💡 Most companies have adopted a hybrid approach, combining cloud and on-premises solutions, but finding the right balance remains complex. #AI #Infrastructure #HybridCloud...
Murali Gandluru

Toolbox App 3.7: JVM Memory Optimizations and Update Improvements

2026-08-18 14:32
🚀 Exciting news for Toolbox App users! Version 3.7 introduces JVM memory optimizations by default, enhancing performance across all operating systems. It also improves update reliability and session expiration recovery. 🛠️ Windows users with versions 3.4 or earlier should update to continue accessing JetBrains services. Additionally, the app now works seamlessly with Windows Smart App Control and provides reliable IDE installations on macOS. #ToolboxApp #JetBrains #SoftwareUpdate #JVM #macOS
Lana Novikova

OpenAI’s Greg Brockman: Z.ai’s GLM-5.3 likely to “significantly accelerate the threat landscape”

2026-08-18 13:10
OpenAI’s Greg Brockman has raised concerns about the cybersecurity risks posed by open-weight AI models, particularly those from Z.ai. In a recent blog post, he emphasized the need for immediate action to address these threats following a security incident involving OpenAI's models. Brockman also detailed the security measures OpenAI is implementing, including restricting access to its advanced models. He warns that new models launching soon could further escalate the threat landscape....
Paul Sawers

I Wasn’t Ready. I Did It Anyway.

2026-08-18 12:00
🌟 Charu P. faced her fears as she emceed the DSE Famzilla event, despite being a first-time host with social anxiety. With support from her co-host Harsha, she prepared thoroughly, building confidence through teamwork. The event's lively atmosphere helped her focus on the joy of the experience rather than her nerves. Charu's story highlights the power of community and encouragement in overcoming challenges. #OvercomingFears #CommunitySupport #EmceeJourney #CiscoFamily #Inspiration
Charu Prabha Prabakaran

Qodana Expands Security Analysis with OpenGrep Rules, and More

2026-08-18 10:32
🚀 Exciting news for software development teams! Qodana has expanded its security analysis capabilities with the integration of OpenGrep rules for .NET and JavaScript projects. This enhancement allows teams to identify more vulnerabilities early in the development process, consolidating security and quality analysis into one platform. Key features include detection of various injection vulnerabilities, cross-site scripting, and more—all while fitting seamlessly into existing workflows....
Kerry Beetge

Securing Claude Code plug-ins: Best practices for repository security

2026-08-18 07:01
🔒 Installing Claude Code plug-ins gives third-party code access to your terminal and files. However, many developers install them without reviewing the source code. The ecosystem lacks centralized vetting, relying on trust in developers and their release pipelines. This post outlines best practices for maintaining security and informs users on how to evaluate plug-ins safely. Key practices include ensuring branch protection, requiring peer reviews, and using continuous integration checks....
Benjamin Kapner

Architecting the Red Hat OpenShift AI dashboard for Models-as-a-Service

2026-08-18 03:01
🚀 As organizations scale their AI initiatives, the Red Hat OpenShift AI dashboard is addressing key challenges with a Models-as-a-Service (MaaS) approach. 🔍 This architecture introduces a Backend-for-Frontend (BFF) to manage complexities like CORS issues, token handling, and API interactions, enhancing user experience and security. 🔗 The BFF serves as a single API surface, streamlining data access and authentication while ensuring stable API contracts. #RedHat #OpenShift #AI #ModelsAsAService...
Wen Liang

Agentic treasury runs on searchable, observable context

2026-08-18 00:00
🔍 The future of treasury management hinges on more than just AI. The key lies in having searchable context, observable systems, and trusted data. This approach aims to reduce decision latency and enhance confidence in actions taken. BNY's insights highlight that while treasury teams have ample data, the challenge is transforming that data into actionable decisions efficiently. 📈 #TreasuryManagement #FinancialServices #DataDrivenDecisionMaking #AI #FinanceTech
Source: Elastic Blog
Karen Mcdermott

Avoid the massive end-to-end tax of default full history clones

2026-08-18 00:00
Managing Git cloning efficiently is crucial for performance and cost reduction. 🌐 Default full history clones can burden both servers and networks. Options like shallow clones and partial clones can help minimize resource use. GitLab is enhancing backend processes, but implementing the Git Clone Override Policy ensures every clone request is optimized automatically. 📦 This policy reduces unnecessary data transfers, especially vital for AI agents and CI/CD pipelines. Learn how to streamline...
Source: GitLab Blog
Darwin Sanoy

From OpenTofu to Argo CD: GitLab as your AWS control plane

2026-08-18 00:00
🚀 Setting up cloud environments can be complex and error-prone. This tutorial demonstrates how to automate the process using GitLab as the main control hub. 📦 With OpenTofu and GitLab CI/CD, users can define cloud infrastructure as code and deploy applications using GitOps practices with Argo CD. 🔑 Benefits of this approach include reproducibility, version control, and enhanced security. For a complete guide on provisioning AWS environments and deploying applications, check the tutorial!...
Source: GitLab Blog
Péter Bozsó

From retrieval to agents: 5 takeaways on production architecture for AI agents

2026-08-18 00:00
As enterprises evolve toward agentic AI, several key shifts are emerging in production architecture. The focus has moved from traditional search metrics to evaluating the reliability of retrieval and context layers. This means agents now operate in reasoning loops, requiring data retrieval that is both fast and scalable. The Model Context Protocol (MCP) is becoming essential for connecting agents to enterprise resources. Stay informed about these changes in AI architecture! 🤖📊 #AI #AgenticAI...
Source: Elastic Blog
Sri Desikan

Monday, August 17, 2026

Claude can now delete your production voice agent from a chat window

2026-08-17 19:51
🚀 Developers can now leverage Claude to manage production voice agents effortlessly. With the new hosted MCP connector from ElevenLabs, tasks like inspecting, revising system prompts, or changing voices can be done without accessing the ElevenLabs dashboard. Claude can also estimate costs for different language models, aiding developers in making informed decisions. Enhanced access controls ensure safe usage, with options to restrict permissions and prevent irreversible actions like agent...
Amanda Caswell

Anthropic defined the standards inside Agent Plugins. So why isn’t it helping govern the format?

2026-08-17 19:27
Vercel recently launched Agent Plugins 1.0.0, supported by major tech companies like AWS, Microsoft, and OpenAI. Google also announced its involvement on the same day. While the format addresses developer challenges, it lacks standardization in functionality. Key components have been defined, but interoperability remains limited. Anthropic contributed foundational standards but does not govern the project. The Technical Steering Committee consists of leaders from various organizations, with...
Janakiram MSV

Developing Nemotron 3.5 Lightning NVFP4 with QAD Using NVIDIA Model Optimizer

2026-08-17 18:12
Unlocking new possibilities with the Nemotron 3.5 Lightning NVFP4! ⚡ Developers are customizing models to meet specific targets for latency, speed, and memory. The latest checkpoint allows for up to 4x faster throughput while maintaining accuracy. This is achieved through quantization-aware distillation (QAD), which enhances model performance even with aggressive quantization methods. Explore how QAD improves memory efficiency and accuracy in the NVIDIA Model Optimizer. #NVIDIA...
Tanya Lenz

“Open weights are nowhere near a sufficient solution”: Dario Amodei fires back on AI power

2026-08-17 16:58
Dario Amodei, CEO of Anthropic, discusses the limitations of open weights in AI development. He argues that while they offer some independence, they primarily benefit those with significant computing resources. The debate centers on whether regulation or widespread model distribution is safer, with concerns that concentrating AI power can be problematic. Amodei emphasizes that effective regulation can help decentralize power by focusing on objective standards, rather than reinforcing...
Amanda Caswell

TNS journalist Darryl K. Taft leaves a legacy of respected work and quiet integrity

2026-08-17 15:43
We remember Darryl K. Taft, a distinguished technology journalist who passed away on August 3, 2026, at the age of 67. With over 40 years in the field, he contributed thousands of articles covering key topics like AI, cloud computing, and open source. His ability to simplify complex concepts made him a respected figure among peers and readers alike. Taft's legacy includes significant roles at eWEEK, TechTarget, and The New Stack, where he served as news editor. He was known for his...
Chris J. Preimesberger

Meet Instant Attack Verification: Agentic AI for Tier-1 and Tier-2 SOC investigation

2026-08-17 15:00
🚨 Security operations centers face a growing challenge with alert overload. Many alerts are false positives, leading to analyst burnout and delayed responses to real threats. 🔍 Enter Instant Attack Verification, an AI-driven tool from Cisco. This capability acts like a human analyst, triaging and investigating alerts at machine speed. It enhances efficiency by assessing threats, correlating data, and documenting findings. 📊 The goal is to improve scalability and response quality in security...
Prerna Dass

The Great Certificate Size Explosion – IPsec Series, Part 7

2026-08-17 14:00
🔍 Dive into the exploration of post-quantum certificates with OpenSSL 3.5 in "The Great Certificate Size Explosion – IPsec Series, Part 7." This article guides you through generating classical and post-quantum keys and certificates, emphasizing the significant size differences. The focus is on practical application using Docker and OpenSSL commands. OpenSSL now includes support for NIST PQC algorithms, enhancing its capabilities for generating and inspecting keys. However, for IKEv2...
Julio Gomez

What Your First Months at JetBrains Look Like?

2026-08-17 13:17
🌟 Starting a new job at JetBrains? Here's what you can expect during your onboarding journey! Before your first day, you'll receive a welcome email with essential information, including your employment contract, HR contact, and tips for your first day. On your first day, you'll meet your manager and team, receive your equipment, and get an onboarding map outlining key milestones. In the following weeks, focus on building relationships, learning workflows, and connecting with your Team Partner...
Grete Kivi

Klibs.io Grows to 4,200+ KMP Projects With Smarter Discovery and New AI Integrations

2026-08-17 13:12
🚀 Klibs.io has expanded to over 4,200 Kotlin Multiplatform (KMP) projects, enhancing library discovery for developers. With features like multi-term searches and curated categories, finding the right library has never been easier. The platform integrates data from GitHub and Maven Central, using AI to refine project details. 🔍 New AI integrations allow coding agents to access up-to-date library data directly in your workflow, improving efficiency in coding decisions. Explore the latest in KMP...
Viliam Sedliak

Build bootable image mode for Red Hat Enterprise Linux with image builder

2026-08-17 13:09
Unlock streamlined OS deployment with Red Hat's Image Builder! 🚀 This tool allows you to create customized bootable RHEL images tailored for your needs. You can use it locally on RHEL 9/10 or via the Hybrid Cloud Console. Start by creating an image blueprint, selecting your target environment, and customizing your settings. Once built, deploy your image easily! Learn more about image mode for RHEL today! #RedHat #ImageBuilder #CloudComputing #RHEL #TechTools
Shane McDowell

Junie’s New Default Runs on Gemini 3.7 Flash, at 40% Off Base Pricing

2026-08-17 10:04
🚀 Junie's new default, Gemini 3.7 Flash, is now available with a limited-time 40% discount! This model is designed for everyday coding tasks, providing a budget-friendly alternative without sacrificing quality. It outperforms its predecessor in resolving complex software engineering tasks and writing production-ready code. Experience the benefits with no setup required! 💻✨ #Junie #Gemini3.7 #Coding #TechDiscount #SoftwareDevelopment
Dmitry Savelev

Kubernetes chaos engineering at scale: Krkn Operator Developer Preview in Red Hat Advanced Cluster Management

2026-08-17 07:16
🚀 Exciting news for Kubernetes users! The developer preview of the **Krkn Operator** is now available in Red Hat Advanced Cluster Management. This new tool enables Kubernetes-native chaos engineering from a centralized management hub. 📊 With the Krkn Operator, teams can conduct multicluster chaos testing and assess resilience by running experiments that simulate various failure scenarios, ensuring systems can recover effectively before production issues arise. 🔧 The **Chaos Studio** feature...
Tullio Sebastiani, Naga Ravi Chaitanya Elluri

Critical remote code execution in Serena, a popular MCP coding agent

2026-08-17 00:00
🚨 A critical vulnerability has been identified in Serena, a popular AI coding agent. It allows arbitrary code execution when a developer opens a project. 🔍 GitLab's Threat Research Group discovered a server-side template injection, prompting immediate updates to version 1.7.0 for users of version 1.6.1 or earlier. 📂 Attackers can exploit this by embedding malicious files in repositories, bypassing Serena's trust model. For those utilizing Serena, ensure you're updated to maintain security....
Source: GitLab Blog
Abisheik Magesh

GitLab Critical Patch Release: 19.2.4, 19.1.6, 19.0.8, 18.11.11

2026-08-17 00:00
🚨 GitLab has announced a critical patch release for several versions: 19.2.4, 19.1.6, 19.0.8, and 18.11.11. This update addresses important security vulnerabilities, enhancing the overall safety of the platform. Users are encouraged to upgrade to the latest versions to ensure their projects remain secure. 🔒 Stay informed and keep your systems safe! #GitLab #SecurityUpdate #SoftwareRelease #CyberSecurity #TechNews
Source: GitLab Blog

Saturday, August 15, 2026

Per-developer environments were the goal. Agents moved the goalposts.

2026-08-15 14:00
The landscape of multi-tenancy in software development is shifting. For 60 years, the focus has been on smaller tenants, from mainframe time-sharing to individual developers. Today, the goal has evolved to provide each developer with an isolated environment. However, the rise of coding agents has changed this dynamic. Developers can now handle multiple changes simultaneously, making "the change" the new tenant, rather than the developer themselves. This shift impacts capacity planning and...
Arjun Iyer

Grok 4.6 matched Fable 5 Max at an 85% discount. Downloadable models set that price.

2026-08-15 03:56
🚀 Grok 4.6 launched this week, matching Fable 5 Max at an 85% discount. This shift highlights the trend of AI models focusing on cost as much as capability. Elon Musk praised Grok 4.6 for its intelligence and speed, noting that pricing now drives choices in AI technology. With downloadable weights for two new models, companies are competing on price, making advanced AI more accessible. #AI #Grok46 #Innovation #CostEfficiency #TechNews
Matthew Burns

Friday, August 14, 2026

Apple’s new AI split means your iOS app could behave differently in China

2026-08-14 19:21
Apple is changing its AI strategy by developing a unique model for China, collaborating with Alibaba to meet local regulations. 🇨🇳 This new approach may result in apps functioning differently in China compared to the rest of the world. Apple’s China-specific AI will utilize Alibaba’s Qwen and possibly Baidu’s technology. Developers may face challenges ensuring consistent app performance across regions. Details about the model's design and features remain unclear. #Apple #AI #Technology #China...
Amanda Caswell