2026-07-15 13:30
🚀 OpenAI has recently launched GPT-5.6, integrating Codex into a unified ChatGPT desktop app. With this update, active users of Codex and ChatGPT Work have reached 8 million, showcasing remarkable growth in just five months. However, the surge in demand led to scaling issues, prompting quick adjustments by the OpenAI team, including a temporary removal of usage caps for subscribers. Competitors are also responding, with Anthropic extending promotional offers in light of OpenAI's new...
Source: The New Stack
Amanda Caswell
2026-07-15 12:00
Imagine relying on an AI device to capture your meeting notes, only to find it struggles to retrieve them when you need them most. This highlights a critical issue with AI hardware—data retrieval can be the weak link, even when transcription is flawless. 🤖💼 The article examines the challenges faced by Plaud, a leading AI notetaker. While their architecture seemed sound initially, separating structured metadata and unstructured content led to delays at scale. This demonstrates that what works...
Source: The New Stack
Ed Huang
2026-07-14 20:38
IBM's recent preliminary earnings update reveals a projected shortfall for Q2, with revenue expected at $17.2 billion, below analyst forecasts. CEO Arvind Krishna highlighted a shift in IT spending towards AI hardware, impacting software services revenue. This change reflects a broader trend in enterprise spending as clients prioritize infrastructure for AI initiatives. Krishna acknowledged IBM's slower adaptation to these market shifts, leading to missed opportunities in closing significant...
Source: The New Stack
Amanda Caswell
2026-07-14 19:16
🚀 OpenAI has recently launched GPT-5.6, integrating Codex into a unified ChatGPT desktop app. With this update, active users of Codex and ChatGPT Work have reached 8 million, showcasing remarkable growth in just five months. However, the surge in demand led to scaling issues, prompting quick adjustments by the OpenAI team, including a temporary removal of usage caps for subscribers. Competitors are also responding, with Anthropic extending promotional offers in light of OpenAI's new...
Source: The New Stack
Amanda Caswell
2026-07-14 19:00
🚀 AWS has expanded its Security Hub to monitor Microsoft Azure resources. This is a significant step in enhancing multicloud security. The update includes Azure resource monitoring, Amazon GuardDuty AI Protection, and AI-powered investigations. Azure resources will be assessed for misconfigurations and vulnerabilities using the CIS Azure Foundations Benchmark. AWS emphasizes that monitoring Azure resources costs the same as AWS, with a 30-day free trial available. 🔍 Additionally, GuardDuty...
Source: The New Stack
Frederic Lardinois
2026-07-14 18:53
Navigating secure access for human staff is complex. Traditional VPNs often allow excessive access, prompting the shift to zero-trust network access (ZTNA). The challenge intensifies with the addition of AI agents. Ensuring tailored access based on need, while maintaining a unified access architecture, is essential. Join us on July 28, 2026, for a webinar featuring experts from Tailscale, discussing the integration of human and AI access policies. 🔒💻📅 #Cybersecurity #AI #AccessControl #ZTNA...
Source: The New Stack
Alex Wilhelm
2026-07-14 18:16
As the AI cost crisis subsides, new concerns about protecting enterprise data emerge. Companies are wary of sharing their data with AI labs, which can lead to dependency and increased costs. Some experts suggest using lower-cost, open AI models trained on private data for internal purposes to address these issues. Major players like Microsoft may need to explore alternatives as AI labs expand into software categories they dominate. #AI #DataProtection #EnterpriseSolutions #TechTrends...
Source: The New Stack
Alex Wilhelm
2026-07-14 16:04
A shift is occurring in the AI model landscape, as open-source models are now just four months behind their proprietary counterparts. 📊💻 Despite the dominance of closed models, open-source options are significantly cheaper—about ten times less per token. 🏷️ Experts suggest that the fear surrounding AI advancements is often used by big firms to overshadow the competitive capabilities of open-source technologies. This trend mirrors historical shifts in technology, where open-source has...
Source: The New Stack
Adrian Bridgwater
2026-07-14 13:00
🚀 Port's CEO, Zohar Einy, discusses the challenges of "vibe coding" in ungoverned AI development. This approach lacks the necessary structure for effective software development. To address this, Port has launched the Port AI Builder, integrating governance and context-aware development controls to enhance reliability. Einy emphasizes the importance of clarity and accountability in coding, moving away from traditional syntax memorization to understanding design and architecture. With features...
Source: The New Stack
Adrian Bridgwater
2026-07-14 12:00
AI technology is advancing in reading handwriting, a significant development for enterprises. Valantor has acquired EyeLevel to enhance its Enterprise Visual Intelligence platform, targeting unstructured data across complex documents. CEO Benjamin Fletcher highlights that 80% of corporate knowledge is trapped in visually complex files, making it hard for AI to access. Human processing remains slow and error-prone, leading to high error rates in datasets. This acquisition aims to improve...
Source: The New Stack
Adrian Bridgwater
2026-07-14 12:00
The article discusses the ongoing debate around Multi-Channel Processing (MCP) and its perceived limitations. While skeptics argue that MCP adds unnecessary complexity for individual developers, the situation shifts in enterprise environments. Here, MCP can enhance security and compliance by managing agent identity and permissions effectively. The piece also highlights the pitfalls of relying solely on allowlists for governance, emphasizing the need for better structural controls....
Source: The New Stack
Amanda Rueda
2026-07-14 10:00
Sunny Gupta, co-founder of Apptio, is launching Thira, aimed at enhancing enterprise IT management. Thira will serve as a “system of execution” to help CIOs act on technology spend, moving beyond mere measurement. The company has secured ten design partners and raised $21 million in seed funding. The focus is on automating repetitive IT processes, starting with two key areas. Thira's system will learn from existing data and create dynamic execution maps for streamlined operations. Trust is...
Source: The New Stack
Frederic Lardinois
2026-07-13 22:08
🚀 Prefect has announced its acquisition of Dagster, a key competitor in the data orchestration space. This merger aims to combine their strengths: Dagster's goal-setting capabilities and Prefect's workflow execution. Both platforms will retain their names and product roadmaps. CEO Jeremiah Lowin emphasizes the importance of scalability in modern orchestration. #DataOrchestration #AI #TechNews #Prefect #Dagster
Source: The New Stack
Paul Sawers
2026-07-13 22:06
Microsoft CEO Satya Nadella recently addressed the hidden costs of enterprise AI. He highlights a "reverse information paradox," where buyers must share proprietary knowledge to maximize AI's effectiveness. 💡 Nadella notes that every interaction with AI generates valuable "exhaust" that captures an organization’s operational insights. This knowledge can become a competitive advantage over time. 📈 He also critiques current AI practices, where model providers often claim rights to public data,...
Source: The New Stack
Amanda Caswell
2026-07-13 17:10
📢 Anthropic has extended access to Claude Fable 5 for all paid subscribers until July 19, marking the third extension in five weeks. This extension allows users on Pro, Max, Team, and qualifying Enterprise plans to utilize Fable 5 at no extra cost. However, there's growing frustration among users who seek usage resets to better test the model. Speculation is also rising about Anthropic's potential new model, "Claude Honeycomb EAP," which briefly appeared earlier this week. 🔗 #Anthropic...
Source: The New Stack
Amanda Caswell
2026-07-13 13:50
Security teams are facing a challenge of data overload in modern SOCs. With the influx of alerts from various sources, distinguishing genuine threats from background noise is increasingly difficult. 📊 Rethinking alert strategies is crucial. Instead of focusing on individual events, teams are now building detections around users and workloads to create a clearer picture of security events. 🔍 AI is playing a supportive role, helping analysts process logs, tune detection rules, and prioritize...
Source: The New Stack
Carly Page
2026-07-13 12:00
AI has become an integral part of my daily workflow, enhancing speed and learning in engineering tasks. 🚀 At Webflow, we're exploring AI's role beyond code generation, focusing on how it can provide context and reduce friction in product development. However, AI hasn’t eliminated challenging tasks. The review process and understanding outputs still require significant effort. The key tradeoff lies in the initial speed versus the thoroughness needed afterward. #AI #Engineering #Productivity...
Source: The New Stack
Laureano Gonzalez
2026-07-12 18:00
Emerging tech like MCP complements existing systems rather than replacing them. While APIs and MCP both help create interconnected ecosystems, they serve distinct roles in incident management. APIs offer direct system integration, while MCP connects AI agents to various tools for contextual awareness. Understanding these differences is key for effective incident response. 🔗💻🤖 #TechTrends #APIs #MCP #IncidentManagement #AIIntegration
Source: The New Stack
Hannah Culver
2026-07-12 17:00
🚀 Anthropic has partnered with UST to train 20,000 people on its AI model, Claude. This collaboration signals a shift in enterprise AI towards standardizing the tech stack. UST aims to guide clients from pilot projects to full-scale deployments, changing how engineering teams select and integrate AI models. 🔧 With Claude integrated into UST's platforms, industries like automotive and telecommunications can expect improved productivity and faster design processes. #AI #EnterpriseTech #Claude...
Source: The New Stack
Amanda Caswell
2026-07-12 17:00
Discover how asynchronous processing enhances system responsiveness and hides latency! 🚀 This article highlights key concepts from Pekka Engberg's "Latency," explaining how async techniques allow tasks to run simultaneously, improving user experience. 📊 It contrasts synchronous and asynchronous processing, showing the benefits of I/O multiplexing and independent task execution. Learn more about these low-latency strategies and join the P99 CONF community! #AsyncProcessing #Latency...
Source: The New Stack
Pekka Enberg
2026-07-12 15:00
🚀 Microsoft has unveiled Brain, an AI system that monitors Azure's health in real-time. This system actively declares outages, pauses harmful updates, and keeps customers informed. 🛠️ Brain is built on the Azure Resource Graph, creating a digital twin of Azure’s infrastructure to improve reliability. 👥 CTO Mark Russinovich shared insights on how Brain evolved from addressing measurement gaps to standardizing health metrics across services. #Microsoft #Azure #AI #CloudComputing #TechNews
Source: The New Stack
Frederic Lardinois
2026-07-11 17:00
🚨 A recent discussion highlights that 85% of engineers view code reviews as the new bottleneck in development. A merge acts as a contract, yet many teams lack a clear understanding of what it guarantees. As coding agents increase PR volume, this vagueness is becoming more critical. The article outlines four layers of confidence needed for successful changes, emphasizing the importance of real system behavior. #CodeReview #SoftwareDevelopment #EngineeringChallenges #TechInsights #Microservices
Source: The New Stack
Arjun Iyer
2026-07-11 16:00
Many engineering teams can create impressive AI demos, but most struggle to move these projects into production. Research shows that only 32% of organizations have agentic AI running in production. Challenges include collecting real-time data and a lack of skilled professionals. Demos often perform well due to controlled conditions, but production environments introduce complexities that affect performance. As teams push for production, barriers like insufficient infrastructure and data...
Source: The New Stack
Andrew Sellers
2026-07-11 14:00
Microsoft has announced the public preview of its Agent Framework for Go, enhancing cloud-native development. Go, a key language for cloud infrastructure, is now set to support AI agent creation, similar to existing frameworks for Python and .NET. This will enable developers to build advanced AI systems that can coordinate tasks and interact with external systems. For more details, check out the full article! 🌐🤖💻 #Microsoft #GoLang #CloudComputing #AI #Development
Source: The New Stack
Paul Sawers
2026-07-11 10:30
In just 24 hours, OpenAI, SpaceXAI, and Meta launched new AI models, shifting the focus to pricing over innovation. Each company emphasized cost efficiency, with OpenAI’s GPT-5.6 highlighting significant savings, while Musk’s Grok 4.5 markets itself as faster and more economical. This trend suggests a competitive race, where price becomes the main differentiator in AI advancements. #AI #OpenAI #SpaceXAI #Meta #Innovation
Source: The New Stack
Matthew Burns
2026-07-10 17:02
Meta is set to manufacture its own AI chip, Iris, starting in September. This move aims to enhance their control over AI infrastructure by handling inference workloads currently run on third-party GPUs. 💻 Iris will support tasks like content ranking and recommendations across platforms like Facebook and Instagram. This shift to custom silicon is part of Meta's strategy to reduce costs and secure its AI supply chain. 🔗 The company plans to release new iterations of Iris every six months while...
Source: The New Stack
Amanda Caswell
2026-07-10 16:00
Agentic systems have two key tasks: building context and using that context for answers or actions. Failures often arise during the context-building phase, impacting the quality of responses generated by AI. For example, when a client wanted their chatbot to answer questions about authentication choices, the system needed to retrieve relevant prior conversations effectively. If it fails to find the right context, answers may rely on implementation details rather than informed discussions. The...
Source: The New Stack
Isaac Flath
2026-07-10 15:00
AWS has learned valuable lessons about zone failures while managing Kubernetes across millions of clusters. They emphasize that not all failures are obvious; some zones may slow down, causing issues without disappearing completely. This often leads to cascading problems when automated systems react inappropriately during these gray areas. To combat this, AWS has built zonal resiliency into Amazon EKS, focusing on static stability—preserving capacity and routing around bad zones during...
Source: The New Stack
Raghav Tripathi
2026-07-10 14:14
📢 Anthropic has launched a beta feature called "Reflection" that allows users to track and review their interactions with Claude. This feature aims to help users think critically about their AI usage. However, some engineering leaders express skepticism over its effectiveness in providing meaningful insights. Critics like Sergey Matikaynen and Anish Agarwal emphasize the need for deeper analysis that connects AI usage to real outcomes, rather than just usage patterns. #AI #Anthropic #Claude...
Source: The New Stack
Meredith Shubel
2026-07-10 14:11
OpenAI recently launched ChatGPT Work, targeting Pro, Enterprise, and Edu users with new capabilities powered by GPT-5.6. It can manage local files and edit documents in Google Workspace and Microsoft 365. 📄✨ The article discusses how OpenAI's offering compares to Anthropic’s Claude Cowork and other agents from leading labs like Microsoft, Amazon, and Perplexity. It highlights four user archetypes: knowledge workers, power users, developers, and enterprises, focusing on their control and...
Source: The New Stack
Janakiram MSV
2026-07-10 12:00
AI is reshaping the role of software engineers, transforming them into front-line managers, according to Cameron Etezadi of LaunchDarkly. 👨💻 He suggests that the skills of effective engineers now align more with project management and cross-team coordination. Gartner predicts a shift towards smaller engineering teams in the near future. 📉 However, productivity remains a concern. Daniel Wang from Citizen Health emphasizes that producing more code doesn't necessarily equate to better outcomes....
Source: The New Stack
Meredith Shubel
2026-07-10 11:00
Software supply chain security threats remain a significant concern for developers. 🛡️ Recent collaborations, like that of RapidFort and ReversingLabs, aim to enhance security through curated Open Source Dependency Libraries. This initiative focuses on providing tools for validation and hardening. 🔍 Mike Wood from RapidFort emphasizes the importance of understanding that packages with zero vulnerabilities can still pose risks. Developers are urged to consider dependencies critically. ⚠️...
Source: The New Stack
Adrian Bridgwater
2026-07-09 22:22
🚀 Meta has launched Muse Spark 1.1, a significant update to its AI platform, just three months after its initial release. This move highlights CEO Mark Zuckerberg's aim to compete with OpenAI and Anthropic. Wang describes this model as the lab's best for agentic and coding tasks. Unlike its predecessor, Muse Spark 1.1 features a public developer portal, though distribution remains exclusive to Meta's servers. In a shift towards monetization, Muse Spark 1.1 introduces a paid developer tier,...
Source: The New Stack
Amanda Caswell
2026-07-09 18:55
OpenAI recently announced the integration of Codex into the ChatGPT app, launching ChatGPT Work aimed at knowledge workers. This new feature will compete with Claude Cowork. ChatGPT Work will enable users to manage complex projects across web, mobile, and desktop platforms. It utilizes Codex technology for tasks beyond coding and connects with various third-party services. The merging of the ChatGPT and Codex apps aims to streamline user experience, focusing on productivity in a single app....
Source: The New Stack
Frederic Lardinois
2026-07-09 18:16
🚀 OpenAI has officially launched its GPT-5.6 models! Users globally can now access three versions: 🌟 **Sol** – the flagship model, designed to compete with Anthropic's Fable 5. 🔄 **Terra** – the mainstream option for general use. 💸 **Luna** – a faster, budget-friendly choice. Pricing varies: Sol at $5/$30, Terra at $2.50/$15, and Luna at $1/$6 per million tokens. Pro and Enterprise users can utilize Sol Pro for complex tasks. These models show competitive performance, particularly Sol, which...
Source: The New Stack
Frederic Lardinois
2026-07-09 17:51
Enterprise software vendors often claim their AI agents are production-ready, but measuring this readiness is unclear. 🤔 DevRev has introduced the Enterprise AI Agent Benchmark, an open test that evaluates AI systems based on real employee tasks. This benchmark is built on Terminal Bench and aims to address the limitations of existing benchmarks. 📊 Currently, it covers the L1 and L2 tiers, with hopes for community input to develop more advanced levels. The initiative stems from frustrations...
Source: The New Stack
Frederic Lardinois
2026-07-09 17:43
🚀 Traditional coding is evolving! Nvidia's CEO Jensen Huang highlights a shift from manual coding to AI-assisted programming. Developers are moving towards building agentic systems rather than focusing on repetitive tasks. This change aims to enhance creativity and productivity in software engineering. Huang emphasizes that AI is not replacing jobs, but reshaping them. #AI #SoftwareDevelopment #Nvidia #TechTrends #Innovation
Source: The New Stack
Amanda Caswell
2026-07-09 16:00
🔍 The Cybersecurity and Infrastructure Security Agency (CISA) emphasizes the importance of Software Bill of Materials (SBOMs) in their updated 2025 guidance. An effective SBOM must include all software components, including transitive dependencies, configuration files, and fork lineage. 🛡️ A "sniff test" for hardened images is crucial for ensuring transparency and security. This simple method can help teams verify the integrity of their software components. Continuous monitoring and...
Source: The New Stack
Christian Dupuis
2026-07-09 15:00
Developers continue to face challenges in deploying applications smoothly, despite advancements in platform engineering. Many enterprises rely on various tools across teams, leading to inefficiencies in observability, compliance, and deployment processes. Colin Griffin, CEO of Krumware, highlights that a unified approach to Kubernetes is essential for bridging the gap between development and infrastructure. Krumware's Epinio offers a solution by standardizing application development in...
Source: The New Stack
Katie Tincello
2026-07-09 13:00
🚀 The rise of agentic AI is transforming IT operations and observability in enterprises. It enhances traditional monitoring tools by accelerating data analysis from system logs and observability metrics. This integration allows engineers to conduct deeper root cause investigations more quickly and efficiently. Thaddeus Walsh from Elastic emphasizes that agentic data acts as an accelerator, freeing up time for critical analysis. Understanding your data and processes is essential for leveraging...
Source: The New Stack
TNS Staff