2025-11-17 17:00
In this week's episode of The New Stack Agents, Suresh Vasudevan, CEO of Clockwork, discusses the evolution of the company from syncing clocks to enhancing GPU communication. Clockwork's technology addresses latency issues by monitoring network performance, crucial for large language model (LLM) training. Key features include deep visibility into GPU fleets and FleetIQ, which ensures fault tolerance by rerouting traffic around network failures. With large LLM workloads, maintaining efficiency...
Frederic Lardinois
2025-11-17 17:00
🚀 Developer attrition is a growing concern for organizations. Many engineers leave not because of coding fatigue, but due to challenging work environments. Key issues include unreliable tools, inefficient processes, and excessive technical debt. For instance, 67% of software teams struggle with build and testing delays, costing valuable time. 🕒 Additionally, 59% of developers cite technical debt as a major productivity drain. Addressing these challenges is crucial to retaining talent and...
Lauren Dyer
2025-11-17 16:00
🌐 As enterprise IT systems become more complex, the role of agentic AI in observability is increasing. This technology allows for autonomous analysis and action, leading to improved operational resilience and faster resolution times. However, the implementation must include strong security measures and human oversight to mitigate potential risks associated with automation. The balance between efficiency and governance is essential for trust in these systems. #AgenticAI #ITResilience...
Vikram Murali
2025-11-17 14:00
🚀 Microsoft EVP Rajesh Jha discussed the rise of AI agents on the "Worklab" podcast, emphasizing that businesses need to act now to integrate AI into their processes. He shared insights from his experience at Microsoft, highlighting the importance of measuring the impact of AI on key performance indicators with tools like the Copilot impact dashboard. 📊 Jha stressed that leaders must guide their teams to adapt to AI, focusing on a few critical processes for maximum efficiency. #AI...
David Cassel
2025-11-17 07:23
Developers often spend more time editing and debugging than writing new code. This non-linear process involves revisiting and refining code multiple times. Diffusion models, especially diffusion large language models (d-LLMs), are changing this workflow. Unlike traditional models, d-LLMs can consider both past and future context, reflecting how developers think and work. This design enhances reasoning, allowing for better handling of complex code structures and dependencies. The flexibility...
Damian Bogunowicz
2025-11-15 18:00
AI-generated code shows promise in demos, but it often fails to make it to production. A recent article highlights key challenges: 🔍 **Integration Issues**: AI excels in creating prototypes but struggles with existing tech stacks. ⚙️ **Debugging Limitations**: AI lacks the ability to learn from past mistakes, complicating troubleshooting. 🔄 **Tool Maturity**: While AI tools are improving, other processes like deployment and quality assurance still lag behind. Understanding these hurdles is...
Animesh Koratana
2025-11-14 23:00
On October 20, 2025, Heroku experienced significant service disruptions due to a database service outage from its cloud infrastructure provider in Virginia. The incident unfolded in two phases. Phase 1 involved database issues leading to provisioning delays and degraded performance of key Heroku services. Phase 2 saw further complications with networking issues and control plane failures, affecting customer applications and causing errors. Recovery efforts were implemented, but some users...
Michelle Peot
2025-11-14 21:09
📢 Elastic has been recognized as a Leader in the IDC MarketScape: Worldwide Observability Platforms 2025 Vendor Assessment! This acknowledgment reflects Elastic's commitment to providing an open, extensible, and AI-driven observability platform. Key strengths include: - Open-standards-first architecture with native support for OpenTelemetry. - Scalable processing of petabytes of telemetry daily. - Business-aware observability to enhance operational efficiency. #Elastic #Observability...
Natalie Blake
2025-11-14 20:54
🌍 Open-source isn't just for software; it extends to hardware too! In the latest episode of the Meta Tech Podcast, Pascal Hartig discusses the environmental benefits of open hardware with Dharmesh and Lisa. They highlight Meta's initiatives from the 2025 Open Compute Project Summit, including a new AI methodology to tackle Scope 3 emissions. Discover how AI is aiding in the development of sustainable concrete for data center construction as Meta aims for net zero emissions by 2030. 🎧 Listen...
2025-11-14 18:00
Integrating AI agents into legacy systems presents unexpected challenges. The initial focus on AI model issues quickly shifted to the systems of record, which are vital for maintaining accuracy and accountability. A recent deployment revealed that the AI agent could resolve IT tickets but bypassed crucial approval steps, highlighting a gap in understanding context. This incident emphasizes that successful integration requires more than technical skills; it demands a deep understanding of the...
Saurabh Bhatia
2025-11-14 15:00
🚀 Exciting developments in frontend observability are on the horizon! The launch of the Browser Special Interest Group (SIG) in the OpenTelemetry project aims to enhance support for browser-based JavaScript applications. This group focuses on creating better instrumentation and tooling, recognizing the unique challenges of browser environments. Panelists from the Browser SIG discussed key challenges and the importance of tailored observability practices, highlighting the differences between...
Colin Contreary
2025-11-14 14:00
Grafana Labs has enhanced its observability platform with AI support, improving user experience. The effectiveness of Grafana compared to other vendors varies based on differing AI approaches. DataDog, Kloudfuse, and Chronosphere have unique AI philosophies, with Grafana showing practical benefits during user interactions. At ObservabilityCon, I witnessed Grafana Assistant streamline panel setups, highlighting its user-friendly capabilities. #Grafana #AI #Observability #DataAnalysis...
B. Cameron Gain
2025-11-14 14:00
AI developer tools promise increased productivity but results vary widely. 🚀 While some developers report boosts of 3-5x, others experience no benefits or even losses of up to 19%. In 2025, 84% of developers plan to use these tools, yet trust in their accuracy is declining. Awareness of this divide in experiences is crucial for developers. #AIDevelopment #Productivity #TechTrends #SoftwareEngineering
Simeon Ratliff
2025-11-14 13:00
Artists worldwide often face significant risks due to censorship, which can erase vital stories that shape identity and challenge power. The article discusses how AI is aiding in the fight against this repression. The Civsy platform by Mimeta collects and analyzes incidents of artistic censorship, making them searchable and comparable. By using advanced AI search techniques, Civsy connects fragmented data, helping researchers track trends and understand the broader impact of censorship....
Tim Young
2025-11-14 00:00
At 1Password, a culture of belonging is key to our success. Since launching Employee Resource Groups (ERGs) in 2021 and expanding to Employee Community Groups (ECGs) in 2023, we’ve built strong connections that enhance our high-performance culture. 🌟 Our ERGs and ECGs, now over 1,300 members strong, promote shared values and diverse perspectives. Recent events have showcased how high performance can look different for everyone, fostering an inclusive environment where all can thrive. 🤝 We’ve...
info@1password.com (Desirée McConnell)
2025-11-13 23:00
Server-side rendering (SSR) is a key challenge for React, according to Platformatic founders Luca Maraschi and Matteo Collina. In a recent discussion, they highlighted the potential of the new React compiler to enhance SSR capabilities. The compiler aims to optimize performance and reduce the need for manual memoization. Despite its progress, there remains a long-standing issue with SSR that needs addressing. Both founders commend Facebook for establishing a new React Foundation under the...
Loraine Lawson
2025-11-13 21:00
Cloud costs can be straightforward, but operational expenses often exceed what's on the bill. 🌥️ With the rise of hybrid clouds and cloud bursting, companies face challenges like tool fragmentation, application compatibility, and management blind spots. These complexities highlight the need for evolving tools to effectively manage costs and resources. ⚙️ Understanding these dynamics is crucial for effective cloud management. #CloudComputing #HybridCloud #CostManagement #TechTrends #CloudBursting
Idan Yalovich
2025-11-13 19:04
🌍 The "Natural Forests of the World 2020" map uses AI to distinguish natural forests from other types of tree cover. This tool is essential for achieving deforestation-free supply chains and protecting ecosystems. Forests play a key role in regulating rainfall, storing carbon, and supporting biodiversity. However, deforestation remains a significant challenge. Current mapping often confuses natural forests with plantations, complicating conservation efforts. New regulations, such as the EU's...
2025-11-13 19:00
🌐 At GitHub Universe 2025, the focus was on managing AI agents in software development. Developers are now using agents to build agents, which presents new challenges like resource management and governance. Observability tools are essential for understanding and improving these systems. As Austin Crane noted, developers are evolving into managers of autonomous systems, requiring new skills and approaches, such as spec-driven development. The future role of software developers is shifting,...
Klint Finley
2025-11-13 18:56
🚀 In a recent interview on the 20VC podcast, Mike Cannon-Brookes shared insights on leading in the age of AI. He advocates for a mindset of “constructive unreasonableness,” challenging the status quo to simplify complex systems. 💡 He emphasizes the importance of psychological safety within teams, allowing for bold experimentation and quick pivots based on customer feedback. Atlassian focuses on integrating the best AI models to enhance customer value rather than creating their own. 🔍 This...
Lauren Parker
2025-11-13 17:00
In the era of agentic AI, software engineering is evolving rapidly, enhancing productivity and speeding up development cycles. 🚀 However, without proper governance and structure, this speed can lead to chaos and inefficiencies. Organizations face the challenge of balancing AI-driven productivity with compliance and security. Key legislative measures, like the AI Act and GDPR, emphasize the need for risk mitigation and ethical practices, highlighting the importance of reliable AI systems. ⚖️...
Dario Esposito
2025-11-13 16:00
🚀 Cisco Intersight is reshaping IT operations by simplifying server management across data centers and edge environments. A recent 2025 Forrester TEI study highlights a 192% ROI over three years, translating to $3.3 million in net present value for organizations managing 100 to 10,000 servers. Key benefits include: - **Improved uptime** ($2.7M): 50% reduction in time to resolve issues. - **Increased productivity** ($1.7M): 80% faster deployment without adding staff. - **Reduced time to...
Gautham Ravi
2025-11-13 15:30
🚀 Cisco Partner Summit highlighted the vital role of partners in AI security. With 86% of businesses facing AI-related incidents, Cisco supports partners in building AI-ready infrastructures. Key innovations include Multi-customer management in Cisco Security Cloud Control and enhanced features in the Cisco 360 Partner Program. Together, we can redefine security in the AI era. 🤝🔒 #CiscoPartnerSummit #AISecurity #Cybersecurity #PartnerEcosystem #Innovation
Brian Feeney
2025-11-13 13:00
🚀 Cisco has been recognized as a Major Player in the IDC MarketScape: Worldwide Extended Detection and Response (XDR) Software 2025 Vendor Assessment. The report highlights Cisco's open XDR architecture, allowing seamless integration with both Cisco and third-party security solutions. This approach enhances visibility and response across various environments. Additionally, Cisco's focus on network and cloud detections provides critical insights into security threats, including unmanaged...
Nirav Shah
2025-11-13 08:40
🌟 In the latest episode of Leaders of Code, Stack Overflow's CEO Prashanth Chandrasekar and JPMorgan Chase's VP Ramprasad Rai discuss the importance of community in enterprise AI projects. They highlight how a community-driven knowledge layer can enhance AI reliability, prevent hallucinations, and ensure quality code validation. The conversation also touches on the challenges of AI implementation amid compliance and security needs. 🔗 Connect with Ramprasad Rai on LinkedIn for more insights!...
Katja Skafar
2025-11-13 07:27
🚀 New insights from Google Quantum AI reveal that large-scale quantum computers may solve complex optimization problems beyond the reach of classical computers. 🔍 This potential spans various applications, from airline route planning to clinical trials. A new algorithm, Decoded Quantum Interferometry (DQI), uses quantum mechanics to find near-optimal solutions efficiently. 🧩 However, it also requires solving a challenging decoding problem, which has been studied extensively due to its...
2025-11-13 00:08
🚀 The NVIDIA Blackwell architecture has set a new standard by achieving the fastest training times across all MLPerf Training v5.1 benchmarks. This architecture demonstrates significant performance improvements, essential as AI models grow larger and more complex. 📊 Key highlights include: - Fastest times for various models, including Llama 3.1 and DLRM-DCN. - Exclusive submissions for all benchmarks. NVIDIA's innovation in low-precision data formats, particularly the NVFP4, is a critical...
Ashraf Eassa
2025-11-13 00:00
Discover insights from Twilio's report on the impact of conversational AI in sales and support. Based on feedback from over 5,000 consumers and businesses, the report highlights the growing role of AI in enhancing customer interactions. Key trends show how businesses are adopting these technologies to improve efficiency and satisfaction. 🤖📈 #ConversationalAI #CustomerExperience #TechTrends #AIInsights
Lyssa Test
2025-11-12 20:00
AI technology is evolving rapidly. Recent discussions focus on the importance of an orchestration layer that enhances AI agents' functionality in production environments. This layer ensures agents have context, proper tool access, and safe interaction protocols, including human approval for key actions. Key standards like Model Context Protocol (MCP) are shaping this landscape, though alternatives like Agent-to-Agent Protocol (A2A) and Open Agent Standard Framework (OASF) are also emerging....
Cameron McDougle
2025-11-12 17:00
🚀 A new era in IT operations (ITOps) is emerging with the rise of AI agents. Research shows that 51% of global companies have already integrated AI into their processes, while 35% plan to do so soon. AI enhances efficiency by managing complex workflows and alleviating pressure on IT teams. However, it is most effective when combined with human talent, ensuring a balance between automation and creativity. 🤝 AI agents can autonomously handle repetitive tasks, allowing ITOps teams to focus on...
Mandi Walls
2025-11-12 16:57
🚀 Cisco is transforming AI computing with its Unified Edge platform. This innovation empowers partners to deliver secure, real-time AI inferencing right at the edge, where data is generated. 📊 By 2027, 75% of all data will be processed at the edge, presenting a $143 billion market opportunity by 2034 for effective AI deployment. 🔗 Cisco's platform simplifies integration, enabling partners to roll out AI solutions efficiently across various sectors, from retail to healthcare. #Cisco #AI...
Cassie Roach
2025-11-12 16:00
🚀 The NVIDIA Blackwell architecture has set a new standard by achieving the fastest training times across all MLPerf Training v5.1 benchmarks. This architecture demonstrates significant performance improvements, essential as AI models grow larger and more complex. 📊 Key highlights include: - Fastest times for various models, including Llama 3.1 and DLRM-DCN. - Exclusive submissions for all benchmarks. NVIDIA's innovation in low-precision data formats, particularly the NVFP4, is a critical...
Ashraf Eassa
2025-11-12 00:00
📢 Exciting news! Elastic has been recognized as a Leader in the IDC MarketScape for Worldwide General-Purpose Knowledge Discovery 2025! This recognition highlights their innovation in integrating search, analytics, and AI into a single platform. Elastic supports enterprises in managing various data types, enhancing knowledge discovery across multiple use cases. With Elasticsearch at its core, the platform offers seamless integration with large language models and supports generative AI...
Natalie Blake
2025-11-11 20:00
🚀 Debian, a key player in the Linux community, is changing its development strategy by adopting Rust as a core language for APT, its package manager. This move, announced by Julian Andres Klode, aims to enhance security and stability by implementing memory-safe coding practices. Rust will be a required dependency for APT by May 2026. The shift will impact all Debian-based distros, including Ubuntu and Mint. While some developers support this change, others express concerns about the approach....
Steven J. Vaughan-Nichols
2025-11-11 19:00
AI is transforming Kubernetes storage as enterprises increasingly adopt data-intensive applications. Standard Container Storage Interfaces (CSIs) can no longer meet the needs of these evolving workloads. The shift from stateless to stateful applications highlights the complexity of integrating data with container orchestration. As AI adoption accelerates, the role of data becomes even more crucial for successful initiatives. #Kubernetes #AI #DataScience #CloudComputing #Containerization
Ramya Prabhakar
2025-11-11 18:15
Customer expectations for food labeling are changing. The article discusses the creation of an "Agentic Food Label Reader" aimed at enhancing transparency in food labeling. This solution utilizes data and AI to automate label processing efficiently. By simplifying these processes, it aims to meet consumer demands for clearer information about food products. For businesses, this means greater operational efficiency and improved trust with customers. 🌱📊 #FoodTransparency #DataAI #FoodLabeling...
2025-11-11 17:30
Unlocking the future of the automotive industry involves key advancements in geospatial analytics and AI. This article highlights the shift from theoretical concepts to practical applications, demonstrating how real-time data can enhance mobility innovation. Scalable analytics are becoming essential for making informed decisions in manufacturing. 🚗📊 #AutomotiveInnovation #GeospatialAnalytics #AI #Mobility #DataDriven
2025-11-11 16:30
The automotive industry is evolving through data-driven strategies. Real-time geospatial data and AI are playing key roles in enhancing automotive and mobility innovation. These technologies enable scalable analytics, which can optimize operations and improve decision-making. Stay tuned for more insights on this transformation! 🚗✨ #AutomotiveInnovation #GeospatialData #AI #DataAnalytics #MobilitySolutions
2025-11-11 16:30
FFmpeg, an open-source multimedia framework, is essential for processing audio and video files across multiple platforms. 🎥🎶 Despite its widespread use in popular software like VLC and YouTube, FFmpeg is facing funding challenges. A recent Twitter debate highlighted concerns over security vulnerabilities and the responsibilities of large tech companies in supporting open-source projects. 💻🔒 FFmpeg emphasizes that fixes are mainly developed by volunteers, raising questions about corporate...
Steven J. Vaughan-Nichols
2025-11-11 08:40
AI is reshaping the coding landscape, emphasizing the need for critical thinking among developers. In a recent discussion, Matias Madou from Secure Code Warrior highlighted the variability of LLMs and their impact on code security. As AI coding assistants grow in popularity, the focus on training developers, especially juniors, becomes crucial. Secure Code Warrior aims to enhance the skills of development teams to mitigate cybersecurity risks. 🔒💻 #AICoding #CyberSecurity #DeveloperTraining...
Phoebe Sajor