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Tuesday, September 15, 2026

Meta lets Claude and Codex configure WhatsApp Business via MCP

2026-09-15 22:08
🚀 Meta has introduced a new feature that allows AI coding agents, like Claude and Codex, to configure WhatsApp Business via the MCP server. This aims to simplify the onboarding process for businesses, making it easier to set up customer support, order updates, and promotions on WhatsApp. Developers can now connect their Meta accounts and authorize agents to handle tasks like verifying phone numbers and managing message templates. Learn more about how this can streamline business...
Paul Sawers

OpenAI’s voice model doesn’t think. That’s the point.

2026-09-15 21:50
OpenAI and Google are tackling latency issues in voice agents with distinct approaches. 🌐 Google recently launched Gemini 3.8 Live and its Extended Thinking version, allowing voice agents to converse while processing tasks in the background. In contrast, OpenAI's GPT-Live-1 separates conversation from complex reasoning. 🔍 Google emphasizes that their model is designed for developers, while ChatGPT and Claude are complete products, making direct comparisons challenging. For developers, Gemini...
Amanda Caswell

AWS agents will suggest your new flights. Code decides what gets booked.

2026-09-15 21:27
AWS has introduced a new Step Functions pattern that integrates AI agents into airline rebooking, while keeping control with code. ✈️ These AI agents can suggest new flight itineraries and draft compensation messages after disruptions. However, any changes require validation through deterministic code before execution. This approach aims to streamline the rebooking process and maintain oversight, ensuring safety and accuracy in operations. Key benefits include reduced manual workload for...
Meredith Shubel

Cisco UCS Manager: Celebrating the legacy, shaping the future with Cisco Intersight

2026-09-15 21:00
Cisco UCS Manager has been a key player in infrastructure management for 17 years. With its end-of-life now confirmed, Cisco Intersight will continue this legacy by offering centralized visibility, automation, and scalability. Stay informed about the important dates related to UCS Manager's transition. #Cisco #UCSManager #Intersight #ITInfrastructure #Automation 📅🔧💻
Jacob Van Ewyk

Bolt is giving developers 50x more compute. But there’s a catch.

2026-09-15 18:47
🚀 Bolt.new, StackBlitz’s AI development platform, is testing a new exchange for developers: more computing power in return for training data. Through the new Forge feature, individual Pro subscribers can access up to 50 times more coding models until October 14. However, this requires sharing anonymized session data for model training. The sessions will aid in developing a trillion-parameter-class open-weight model in collaboration with Arcee AI. This initiative highlights the importance of...
Amanda Caswell

Dense vs. MoE Models: Active Parameters, Throughput, and When to Choose Each

2026-09-15 17:00
Exploring model architectures: Dense vs. Mixture-of-Experts (MoE) 🤖 Dense models activate all parameters per token, ensuring consistency. In contrast, MoE models, like Nemotron 3.5 Lightning, only activate a subset for each token, enhancing capacity without using all parameters. ⚙️ The choice between these models impacts throughput, memory cost, and complexity, making it essential to consider deployment needs. Learn more about their performance and application scenarios! 📊 #MachineLearning...
Elizabeth Goodman

How NVIDIA Groq 3 LPX Deterministic Execution Drives Power-Efficient High-Interactivity Inference on NVIDIA Vera Rubin

2026-09-15 16:55
NVIDIA's Vera Rubin platform is designed for power-efficient AI at scale, focusing on performance per watt. ⚡ Key features include the NVL72 core, which optimizes both large and small batch processing. Innovations like NVIDIA DSX MaxLPS software help manage power across racks, increasing GPU provisioning by 40% and boosting throughput by 35%. The Groq 3 LPX accelerator enhances low-latency performance through a deterministic execution model, allowing precise scheduling of data movements and...
Tanya Lenz

How NVIDIA NVLink 6 Delivers Multi-Layer Resiliency for AI Factories

2026-09-15 16:55
🚀 For large-scale AI factories, maintaining continuous output is crucial for productivity. NVIDIA's NVLink 6 provides essential multi-layer resiliency, ensuring that workloads progress without interruption. This is vital as AI models grow and require robust network infrastructure to handle transient errors effectively. The Vera Rubin platform connects GPUs into a single compute unit, enhancing reliability and maximizing cluster productivity. Learn more about how NVLink 6 ensures optimal...
Elizabeth Goodman

Agents operate, humans govern: Scale your operations and reduce toil with Azure SRE Agent

2026-09-15 16:21
🔧 Engineers can now focus on building systems instead of maintaining them, thanks to the Azure SRE Agent. This tool analyzes telemetry and determines root causes of incidents, even preparing fixes for deployment. 🛠️ With over 3,000 service teams using it, Azure SRE Agent has already handled 1.8 million incidents, streamlining operations and improving response times. Learn more about this innovative approach to incident management! #Azure #SREAgent #DevOps #IncidentManagement #AI
TNS Staff

Scaling Federated Learning Across Docker, Kubernetes, and Slurm with NVIDIA FLARE

2026-09-15 15:00
🌐 Federated learning (FL) can start simply, but managing larger projects introduces complexity. Different environments like Docker, Kubernetes, and Slurm can hinder collaboration. 🔧 NVIDIA FLARE addresses this by separating federation services from job execution. This allows each site to use its preferred infrastructure while maintaining control over data and compute policies. 📦 With FLARE 2.8 supporting Docker and Kubernetes, and 2.9 adding Slurm, organizations can efficiently manage...
Elizabeth Goodman

Java 27 in IntelliJ IDEA

2026-09-15 14:49
🚀 Java 27 has officially launched as of September 15, 2026, following the six-month release schedule. This version introduces nine JEPs, including four final features and four preview features that are maturing. IntelliJ IDEA remains a strong supporter of the latest Java versions, benefitting from the JDK changes. For those using IntelliJ, setting up Java 27 is straightforward. You can download JDK 27 directly within the IDE or use tools like SDKMAN! and asdf. Explore the enhancements and get...
Marit van Dijk

How to attach an owner to every cloud resource you find

2026-09-15 14:00
Managing cloud resources effectively is crucial for cost control. 🖥️ A recent article highlights the issue of unassigned cloud instances, especially when the original engineer has left. This can lead to unnecessary expenses and confusion. To tackle this, three key strategies are suggested: 1. **Continuous Inventory**: Use tools to maintain an up-to-date asset inventory. 2. **Owner Tagging Policy**: Implement policies that require every resource to have an assigned owner. 3. **Regular...
Zeen Rachidi

Rail Network Modernization: FRMCS, Sovereignty and the AI Edge

2026-09-15 13:31
Explore the future of rail networks with Cisco at InnoTrans 2026! 🚆 The focus will be on FRMCS, AI edge computing, and digital sovereignty. These innovations aim to transform critical infrastructure into secure and automated systems. Join the conversation on how technology is reshaping rail transport. 🌐✨ #RailInnovation #InnoTrans2026 #Cisco #AI #DigitalSovereignty
Steve Payne

Red Hat Developer Hub: Preventing compliance violations with AI coding agents

2026-09-15 13:17
🚀 AI coding agents are transforming service development by generating entire services and scaffolding applications quickly. However, they may not align with your organization’s specific compliance rules or existing services. Understanding these gaps is crucial to ensure compliance and efficiency. Explore how Red Hat Developer Hub addresses these challenges! #AICoding #Compliance #RedHat #SoftwareDevelopment #TechTrends
Evan Shortiss, Ben Wilcock

Cisco and the DISA STIG: Turning Zero Trust Policy into Repeatable Practice – Part 2: Cisco SNA

2026-09-15 13:13
Cisco's new DISA STIG for Secure Network Analytics aids defense organizations in securely configuring their analytics platform. This is crucial for achieving trusted network visibility in Zero Trust operations. The article highlights how this initiative supports enhanced security measures and operational efficiency. 🌐🔒 #ZeroTrust #Cisco #NetworkSecurity #DISA #SNA
Norman St. Laurent

Kubernetes 1.36 restores a lost guarantee for database backups

2026-09-15 13:00
Kubernetes 1.36 addresses a critical issue for database backups. 🌐 Historically, restoring PostgreSQL clusters has faced challenges with volume consistency. When snapshots are taken of separate PersistentVolumeClaims (PVCs), they may not capture the same point in time, leading to potential restore failures. This inconsistency arises from the move to cloud-native environments, which lack the ‘consistency group’ feature found in traditional enterprise storage. As teams transition to Kubernetes,...
Shubham Pampattiwar

Elastic Stack 9.4.7 released

2026-09-15 00:00
📢 Exciting update! Elastic Stack version 9.4.7 has been released. Users are encouraged to upgrade for improved performance and fixes over version 9.4.6. For a detailed list of changes and resolved issues, check the release notes. 🔗 Don't miss out on the benefits of this latest version! #ElasticStack #SoftwareUpdate #TechNews #UpgradeNow
Source: Elastic Blog
adrian brown

Elastic Stack 9.5.4 released

2026-09-15 00:00
🚀 Version 9.5.4 of the Elastic Stack has been released! Users are encouraged to upgrade from version 9.5.3 to benefit from the latest fixes and enhancements. For a detailed list of changes and issues resolved in this update, please refer to the release notes. #ElasticStack #SoftwareUpdate #TechNews
Source: Elastic Blog
adrian brown

The only perfect Endpoint Prevention and Response (EPR) score in 2026 belongs to Elastic

2026-09-15 00:00
Elastic has achieved a perfect score of 100% in the 2026 Endpoint Prevention and Response (EPR) test by AV-Comparatives. This positions Elastic at the top of the CyberRisk Quadrant, effectively stopping threats before they escalate. Their approach minimizes false alerts and reduces the workload for SOC analysts. 🔒 The EPR test evaluated 50 attack scenarios based on the MITRE ATT&CK framework, highlighting the importance of endpoint prevention in cybersecurity. #Cybersecurity #EPR...
Source: Elastic Blog
Mia LaVada

Monday, September 14, 2026

AI’s best coding agent fails 60% of the time — and the data backs it up

2026-09-14 22:22
Claude Fable 5.1 recently topped a new coding benchmark, achieving a score of 38.8%. However, it still failed over 60% of the time when tested on private codebases from real companies. The Real-SWE benchmark highlights the challenges coding agents face in unfamiliar environments. Other models, like GPT-6 Astra and Gemini 3.8 Flash, followed with scores of 33.8% and 31.2%, respectively. Notably, six tasks resulted in success rates below 15%, showcasing the difficulties in coding challenges....
Amanda Caswell

Closing the Resilience Gap with Native Splunk in Cisco Nexus One

2026-09-14 19:55
Discover how Native Splunk and Cisco Nexus One enhance network resilience by bringing analytics closer to data. This integration strengthens teamwork across operational domains, providing better insights for decision-making. Learn about Cisco's end-to-end AI networking solution that simplifies operations and secures AI infrastructure. #Cisco #DataAnalytics #NetworkResilience #AITechnology #Splunk
Murali Gandluru

The Honest Migration Playbook – IPsec Series, Part 11

2026-09-14 19:41
🚀 The final installment of the IPsec series focuses on a fully quantum-safe tunnel using Cisco 8000 routers. It details the migration playbook and outlines the characteristics of a secure post-quantum tunnel. The article also highlights promising results for post-quantum certificates in TLS 1.3, addressing potential threats from quantum computers. 🔒🔗 #CyberSecurity #PostQuantum #TLS13 #Cisco8000 #IPsec
Julio Gomez

Intelligence is yours. Let's keep it that way.

2026-09-14 18:43
Intelligence was once solely owned by founders, but that landscape is shifting. Now, powerful providers can control the intelligence layer, risking concentration of power. Open technologies, like open weight models and harnesses, are driving an Open Intelligence movement. This aims to restore ownership and transparency to founders, allowing them to build freely without dependency on single providers. Join us at the Open Intelligence Summit in San Francisco on October 12-13 to discuss the...
Paddy Srinivasan

Perplexity’s new agent runs entirely on your GPU — with one expensive catch

2026-09-14 18:21
🚀 Perplexity has launched its Portable Computer agent for Windows, compatible with Nvidia GeForce RTX GPUs that have at least 24GB of VRAM. This new feature allows users to run advanced models like PPLX 27B and Qwen 3.8 27B directly on their PCs, integrating seamlessly with various services like Outlook and Slack. However, effective use of this agent requires a hybrid approach, as it can escalate tasks to the cloud when local processing is insufficient. #Perplexity #AI #GPU #TechNews #Innovation
Amanda Caswell

Accelerating Dropless MoE Training in JAX with NVIDIA Transformer Engine

2026-09-14 16:39
🚀 Mixture of Experts (MoE) is transforming large-scale AI model training. Models like DeepSeek, Qwen, and Mixtral outperform dense models while reducing compute costs. 🔍 MoE uses conditional computation, activating only selected expert networks for efficiency. However, scaling MoE training poses challenges, such as token routing and expert dispatch. 📈 Recent advancements with JAX and NVIDIA Transformer Engine have improved MoE performance from 103 TFLOPS/GPU to 1,068 TFLOPS/GPU, highlighting...
Tanya Lenz

Toolbox App 3.8: Improves IDE Update Handling on macOS and Fixes Keyboard Navigation

2026-09-14 16:05
🚀 Exciting updates in Toolbox App 3.8! This version restores keyboard navigation in project and tool lists, enhancing user experience. On macOS, manual IDE updates remain available even if the installation directory is marked as protected. Users can navigate easily using keyboard shortcuts on Windows. Cleanup progress for leftover directories is now visible, ensuring better management. For more details, check the update notes. #ToolboxApp #JetBrains #SoftwareUpdate #macOS #KeyboardNavigation
Ivan Kuzmin

AI keeps finding security flaws — here’s what to fix first

2026-09-14 15:20
A recent article highlights a critical issue in security teams overwhelmed by AI-generated alerts. A security researcher identified an exposed database during a routine scan. Initially flagged for concern, it turned out to be a test database, not containing sensitive data. This illustrates the challenge of assessing vulnerabilities accurately. With increasing data flow and limited resources, prioritizing security tasks has become essential. Experts, like Jon Rose from IOmergent, emphasize the...
Megan Carnegie

Your AI coding spend bought 25% more output. Duplication rose 81%.

2026-09-14 14:39
Recent insights reveal that AI coding tools have increased output by 25%, but duplication has surged by 81%. 📊 As companies assess their AI budgets, the focus is shifting to measuring true value rather than just volume. Many organizations are finding that increased code production does not directly translate to meaningful business outcomes. 💻 GitClear's analysis indicates that while heavy AI users may outpace non-users, this success often stems from prior performance rather than AI adoption...
Steve Fenton

Chinese AI models dominate OpenRouter’s US token consumption. It can now guarantee that traffic stays entirely in the US.

2026-09-14 13:59
Chinese AI models are leading in OpenRouter's US token consumption, raising important data security concerns. 🌐 Open-weight models allow businesses to customize and control data processing at lower costs. Notably, Chinese models make up about 60% of tokens consumed in the US. OpenRouter has now introduced US in-region routing, ensuring that data stays entirely within the country. 🔒 #AI #DataSecurity #OpenSource #TechTrends #ChinaAI
Paul Sawers

Understanding W8A8 INT8 LLM quantization: Accuracy and performance results

2026-09-14 13:01
🚀 Exciting progress in model quantization! The article discusses how the Llama 3.1 8B Instruct model was compressed from 14.9 GB to 8.0 GB using 8-bit integer (INT8) W8A8 quantization techniques, including SmoothQuant and GPTQ. This approach maintains accuracy while enhancing performance. #AI #Quantization #MachineLearning #DataScience #ModelOptimization
Sana Fayyaz

Python 3.14 free-threaded build is now available in RHEL

2026-09-14 13:01
🚀 Great news for developers! Python 3.14 is now available in a free-threaded build for Red Hat Enterprise Linux 9.8 and 10.2. This new version allows for full parallel CPU execution, enhancing performance. You can find both the standard and free-threaded variants in the Red Hat CodeReady Linux Builder repositories. This marks the first official support for the free-threaded build. #Python #RedHat #Development #RHEL #TechNews
Lumír Balhar

Building for the AI era: Inside Cisco IT’s Wi-Fi 7 revolution

2026-09-14 13:00
🚀 Cisco IT has successfully upgraded to Wi-Fi 7 for 90,000 employees without any downtime. This transition was made possible through their integrated networking stack, ensuring a seamless global rollout. The Wi-Fi 7 standard brings higher speeds and greater capacity, positioning Cisco to meet future network demands effectively. #WiFi7 #CiscoIT #Networking #TechUpgrade #FutureReady
Chris Tomazic

Why an old caching trick is your secret to lower LLM costs

2026-09-14 11:00
Implementing caching strategies can significantly reduce costs when using large language models (LLMs). By checking if the inputs and context have changed before making a request, you can avoid unnecessary charges. This is achieved by creating an exact-match cache key based on fingerprints of the inputs. In practice, this approach minimizes compute waste in production data pipelines and can help manage costs associated with repeated LLM queries. Explore the benefits of exact-match caching to...
Abhilash Rao Mesala

GitLab Dedicated: Compliance for a new regulatory era

2026-09-14 00:00
🚀 GitLab Dedicated is designed to meet evolving compliance needs in today's regulatory landscape. With enforcement of NIS2 and GDPR, European enterprises face increased scrutiny over cybersecurity and data management. This single-tenant SaaS solution offers increased isolation, allowing organizations to maintain control over their data while minimizing risk. GitLab manages operational updates and disaster recovery, ensuring compliance without burdening your platform team. Explore how GitLab...
Source: GitLab Blog
Aathira Nair

Sunday, September 13, 2026

Chip Huyen explains how to cut inference costs without new hardware

2026-09-13 15:00
Chip Huyen's keynote at the P99 conference highlighted the high costs of inference in AI models compared to training. She emphasized that while training is a one-time expense, inference can be recurring, creating financial challenges. Huyen shared key metrics to measure latency, including Time to First Token (TTFT) and Time per Output Token (TPOT). For more insights, check out her talk and recap ahead of P99 CONF 2026! 🎤💡 #AI #Inference #P99Conference #TechTalk #LatencyMetrics
Tim Koopmans

“Machine translation is still broken for most of the world’s languages”: Cohere builds non-reasoning for a reason

2026-09-13 14:21
🚀 Cohere has introduced North Small Translate, a new machine translation model supporting 50 languages. Developers can access it noncommercially and can opt for a commercial license through Cohere's Model Vault. This model aims to enhance control over AI operations and data management for organizations. Cohere claims it outperforms other open-weight models and API-based translations, achieving a WMT26 benchmark score of 83.60. However, as noted by co-founder Nick Frosst, machine translation...
Adrian Bridgwater

It passed CI. It passed your evals. The customer still got the wrong answer.

2026-09-13 14:00
AI features can present unique challenges in software reliability. A recent article highlights the "observability gap" that arises when using AI agents. While traditional services fail visibly, AI agents can mislead with successful status codes, leading to incorrect customer outputs. Observability is crucial, yet only 40% of platform teams have it fully integrated. Effective monitoring must go beyond basic metrics to capture the complexities of AI interactions. 🧩🔍 #SoftwareReliability #AI...
Sean O’Dell

Saturday, September 12, 2026

Why MCP security is about permissions overhaul

2026-09-12 15:00
🚀 Anthropic’s Model Context Protocol (MCP) launched in late 2024 and quickly became critical infrastructure in AI systems. Major companies like Microsoft, Google, and OpenAI adopted it. 🔒 However, a key issue identified in 2026 is not the infrastructure itself, but the permissions tied to it. Many businesses reported an increase in non-human identities, with inadequate protective measures in place. 🛠️ Security experts emphasize the need for a permissions overhaul. Suggested solutions include...
Mohit Bansal

“Same mission, bigger stage”: OpenAI hires Git AI founders to help Codex prove its ROI

2026-09-12 14:46
OpenAI has expanded its team by hiring Git AI founders, Aidan Cunniffe and Sasha Varlamov. Their expertise will enhance the Codex team’s efforts in measuring AI coding performance and ROI. 📊 The collaboration aims to provide businesses with better insights on how coding agents contribute to their projects. OpenAI emphasizes the importance of transparency and data in understanding AI's impact. #OpenAI #Codex #GitAI #ArtificialIntelligence #TechNews
Paul Sawers

The AI-native SDLC won’t be one process

2026-09-12 14:00
📚 Anthropic's AI-Native SDLC Playbook emphasizes that "code is no longer the bottleneck." As AI agents speed up implementations, the focus shifts to planning, review, verification, and governance. ⚠️ Organizations face risks of producing excessive changes without effective quality control. The playbook highlights that processes should adapt to the specific changes being made, rather than follow a single, rigid flow. 🔧 Spec-driven development tools are emerging, but they often impose fixed...
Anirudh Ramanathan