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Thursday, April 30, 2026

Agents can now create Cloudflare accounts, buy domains, and deploy

2026-04-30 13:00
🚀 Exciting news for developers! Agents can now create Cloudflare accounts and deploy applications seamlessly. They can initiate paid subscriptions, register domains, and receive API tokens without human intervention. This streamlines the deployment process, making it faster and more efficient. Cloudflare's partnership with Stripe also offers $100,000 in credits for new startups using Stripe Atlas. Learn more about this integration and how it simplifies the journey from zero to production! 🌐💻...
Brendan Irvine-Broque

Data Mesh at Grab Part II: The Foundational Tools behind Certification

2026-04-30 00:23
🚀 Grab continues to enhance its data culture through a data mesh, known as the Signals Marketplace. In Part II, the focus is on foundational platforms that support data certification: 🔹 **Hubble** facilitates metadata management and data discovery. 🔹 **Genchi** ensures data quality observability. 🔹 **Data Contract Registry** manages producer-consumer agreements. These tools enable reliable data reuse across various domains, enhancing trust in data assets. #DataMesh #DataQuality #GrabTech...
Source: Grab Tech

Wednesday, April 29, 2026

Designing In Variables: How Control Panels Accelerate The Way We Design

2026-04-29 23:37
Exploring design has evolved significantly over the past year. Previously, I relied on multiple screens and versions to tackle design problems, which often led to confusion and extensive upkeep. Now, integrating AI prototyping into my workflow has streamlined this process. The introduction of control panels in designs allows for real-time adjustments and clearer exploration of tradeoffs. This innovative approach transforms prototypes into dynamic systems, enhancing collaboration and early...
abooth

Designing AI products you can depend on

2026-04-29 23:33
🚀 In the world of AI, many products shine in demos but struggle in real-life applications. The challenge often lies not in the AI model but in how the product is designed around it. 🛠️ Effective AI tools must present information clearly. For example, in a critical outage scenario, a structured interface can lead to quicker decision-making compared to a cluttered output. 🤖 It’s crucial to treat AI as a design material, not just a feature. AI behaves unpredictably, and understanding its nature...
abooth

New Grads are 1.5x More Likely to Use AI Daily. Here’s Why That Matters for Your Hiring Strategy.

2026-04-29 22:07
📊 Companies are scaling back on hiring new grads, but research from Atlassian shows this could hinder AI adoption. New hires with less experience are 1.5x more likely to use AI daily and 1.7x more likely to view AI as a collaborator. 📈 As AI tools evolve, having fresh talent who can adapt is crucial for maximizing their potential. #AI #HiringStrategy #NewGrads #TechIndustry #Innovation
esarasohn

Inside Atlassian’s Merge Queues: How we ship faster with fewer incidents

2026-04-29 21:47
At Atlassian, we've implemented Merge Queues to improve our development process. 🚀 This system allows us to ship changes more frequently and reduces the frequency of incidents. Over 70 major repositories, including Jira and Trello, have successfully utilized Merge Queues, handling 30,000 pull requests since its introduction. 📈 Before Merge Queues, merging was a bottleneck that often led to conflicts and incidents. Now, we've seen significant improvements in reliability and productivity. Check...
dhom

Four ways Google Research scientists have been using Empirical Research Assistance

2026-04-29 21:07
Google Research scientists are utilizing Empirical Research Assistance (ERA) to tackle real-world challenges in various fields, including epidemiology and neuroscience. Since its introduction, ERA has demonstrated its ability to accelerate scientific discoveries by providing expert-level empirical software solutions. Notably, it has been used to predict hospitalizations for COVID-19, outperforming existing tools and expanding to forecast influenza and RSV. These efforts highlight how AI can...

Approximate Answers, Exact Decisions: New Sketch Functions for Analytics

2026-04-29 20:01
Discover new sketch functions in Databricks that enhance analytics by speeding up percentiles, distinct counts, and top-K queries. These improvements support decision-making rather than merely auditing data, making insights more accessible. Learn how these functions can transform your analytical processes! 📊✨ #Databricks #Analytics #DataScience #DecisionSupport #Innovation

Companies Winning with AI Built the Data Layer First

2026-04-29 19:00
Trinity Industries demonstrates the importance of a strong data foundation for successful AI implementation. 📊 By consolidating fragmented systems, they improved on-time material delivery by 15% and enhanced ETA model accuracy by 50%. ⚙️ A unified and governed data layer is crucial for real-time AI and efficient decision-making. Companies prioritizing their data architecture will lead in the AI space. 🚀 #AI #DataStrategy #BusinessInsights #TrinityIndustries #Innovation

Managing SSH access at scale with HashiCorp Vault

2026-04-29 19:00
Managing SSH access at scale is critical for modern enterprises. 🔐 This article discusses an updated approach using HashiCorp Vault and Boundary for passwordless SSH access. It emphasizes the shift to SSH certificates for secure, role-based access, addressing key management challenges. Key points include: - Integration of Vault with Boundary for just-in-time credentials. - Updated best practices for configuring Vault. - Focus on SSH certificate authentication to enhance security. Ideal for...
Moayad Ismail

Cut AI token usage by 96%? Here’s how AWS Strands Agents does it.

2026-04-29 18:52
🌟 Check out the latest insights from AWS developer advocate Morgan Willis on Strands Agents! In a recent episode of The New Stack Makers, she shared how this open-source framework, with over 14 million downloads, can significantly reduce AI token usage. By using intent-based tools, a complex task was simplified from 52,000 tokens to just 2,000! This approach focuses on specific outcomes rather than data operations. Willis emphasizes that narrower agents perform better than general-purpose...
Frederic Lardinois

Kubernetes v1.36: Tiered Memory Protection with Memory QoS

2026-04-29 18:35
🚀 Exciting updates in Kubernetes v1.36 for Memory QoS! The new release introduces opt-in memory reservation and tiered protection based on QoS class. Guaranteed Pods now have hard protection, while Burstable Pods enjoy soft protection. This enhances memory management and reduces the risk of OOM kills. Additionally, observability metrics and kernel-version warnings are included. #Kubernetes #MemoryQoS #CloudComputing #DevOps #K8sUpdates

Using Bag-of-Words With PyCharm

2026-04-29 17:42
🌟 Curious about how machine learning handles text? The article explains the bag-of-words (BoW) model, a foundational technique in natural language processing (NLP) that converts text into numerical vectors. 📝 By tracking word occurrences, BoW simplifies text representation, making it useful for tasks like sentiment analysis. The post also highlights a text classification project using BoW in PyCharm, emphasizing its efficiency. #MachineLearning #NaturalLanguageProcessing #TextAnalysis #AI...
Jodie Burchell

AI evals are becoming the new compute bottleneck

2026-04-29 16:45
AI evaluations are facing significant cost challenges. The Holistic Agent Leaderboard (HAL) recently spent around $40,000 for 21,730 agent rollouts across 9 models. A single GAIA run on a frontier model costs nearly $2,829. Exgentic's analysis revealed a 33× cost spread on similar tasks due to scaffold choice. As evaluations become pricier, new benchmarks are proving difficult to compress. #AI #MachineLearning #CostAnalysis #TechTrends #DataScience 🤖💰📊

Rethinking SQL ETL for modern data platforms

2026-04-29 16:45
Modern data platforms are built on SQL, but fragmented SQL ETL processes can lead to hidden costs and inefficiencies. 📊 The article discusses how multiple tools and warehouses complicate operations, resulting in slower incident resolution. 🛠️ A unified SQL ETL platform can streamline processes, reduce complexity, and enhance team collaboration. 🚀 #DataAnalytics #SQLETL #DataManagement #TechTrends #DataStrategy

Anaconda acquires Outerbounds to rein in the buggy code AI agents keep shipping

2026-04-29 16:43
Anaconda is acquiring Outerbounds, the creators of Metaflow, to enhance AI development. This acquisition aims to provide a streamlined path from AI experimentation to production, creating a comprehensive platform for AI-native development. 🚀 AI-generated code is becoming prominent, accounting for nearly half of new enterprise code. However, it introduces 1.7 times more bugs than human-written code, raising concerns about quality and security. 🐞 Anaconda's CEO highlights the need for better...
Darryl K. Taft

Powering AI Factories with NVIDIA Enterprise Reference Architectures

2026-04-29 16:41
AI factories are shaping the future of enterprise productivity. These systems leverage agentic AI for reasoning, automation, and real-time decision-making. Success relies on robust infrastructure that ensures scalability and performance, transitioning from pilot to production smoothly. NVIDIA's Enterprise Reference Architectures offer the necessary guidance for building this foundation, minimizing integration risks and deployment time. These architectures enable organizations to scale AI...
Shashank Sabhlok

Databricks and Stripe Projects: Infrastructure Built for Agents

2026-04-29 15:20
🚀 Databricks is partnering with Stripe Projects to enhance AI coding capabilities. This new tool allows AI agents to provision Neon Postgres databases without human intervention. While agents can quickly create full-stack applications, they previously relied on humans for infrastructure setup. With the integration of Stripe Projects, agents can now deploy production-ready databases in seconds, streamlining the development process. ⏱️ #AI #TechInnovation #Databricks #Stripe #DatabaseManagement

Maximizing Managed Security Services: A Strategic Guide to Optimizing Your Portfolio (Part 1 of 2)

2026-04-29 15:15
📈 In the digital economy, businesses are shifting from CAPEX to OPEX models to optimize costs and enhance growth. This trend is expected to boost managed services budgets by 88% in the next year. 🔍 As a Managed Security Service Provider (MSSP), it's crucial to evaluate your offerings and identify new opportunities. 💡 The article discusses the importance of continuous improvement through Cisco’s Health Check Lifecycle Review for optimizing services and ensuring value delivery. #ManagedSecurity...
Bradley Anstis

Granite 4.1 LLMs: How They’re Built

2026-04-29 15:01
🚀 Discover the engineering behind Granite 4.1 LLMs! This article details the development of dense, decoder-only models (3B, 8B, 30B) trained on approximately 15 trillion tokens. Key highlights include a multi-stage pre-training process and refinement through supervised fine-tuning and reinforcement learning. The 8B model stands out, matching the performance of its larger predecessor. Learn more about its technical aspects and open-source release! #Granite4 #LLMs #AI #MachineLearning...

Simplify access control in five easy steps

2026-04-29 15:00
Simplify access control with Cisco Catalyst Center! 🚀 This article outlines how site-based, role-based access control (RBAC) helps manage permissions in global networks. By using access groups, you can define user roles and locations, ensuring security while maintaining centralized control. 🔑 Key steps include aligning access with your site hierarchy for clearer responsibilities and reduced risk. Learn how to enhance your network management today! #AccessControl #Networking #Cisco #RBAC...
Miriam Kung

Trust: Why security is your next growth engine

2026-04-29 15:00
Service providers are at a pivotal moment. With basic connectivity becoming a low-margin commodity, the focus must shift from speed and uptime to building trust. Trust is now the key differentiator in a competitive market. However, providers must ensure their networks are secure to effectively monetize this trust. Cyber threats are evolving, targeting infrastructure directly. Recent data shows that nearly 40% of incidents start with public-facing applications, highlighting the need for...
John Cardani-Trollinger

Agents are ready but your architecture probably isn't

2026-04-29 15:00
🚀 Enterprises are experiencing high levels of AI activity, but many struggle to extract real value. Data silos and inadequate governance often hinder the effectiveness of agentic systems. CDOs and CTOs are urged to prioritize a transactional database tailored for action and clearly define success before proceeding. #AI #DataStrategy #DigitalTransformation #BusinessInsights #TechTrends

Anthropic wants to be the AWS of agentic AI

2026-04-29 15:00
🚀 Anthropic recently launched Claude Managed Agents in public beta, introducing persistent memory shortly after. This suite of APIs provides infrastructure for developers to create production-ready AI agents, offering features like secure sandboxing and credential management. The pricing reflects its infrastructure nature, with costs starting at $0.08 per session hour. While getting started was simple, transitioning from no-code to code can be challenging. Pre-built templates suggest real-...
Jessica Wachtel

AWS lands OpenAI on Bedrock, but Trainium is the real story

2026-04-29 14:54
🚀 AWS is enhancing its offerings by integrating OpenAI models directly into its Bedrock platform. CEO Matt Garman announced the arrival of the GPT-5 family, making it easier for developers to access top-tier AI without leaving AWS. Additionally, new collaborations with Anthropic indicate significant investments in custom silicon, particularly Trainium, for running large language models. #AWS #OpenAI #AI #TechNews #CloudComputing
Janakiram MSV

Cisco IQ is generally available. Here’s what that actually means.

2026-04-29 14:00
🚀 Cisco IQ is now available! This platform combines 40 years of Cisco expertise with agentic intelligence. IT leaders can shift from reactive problem-solving to proactive strategies, addressing issues like misconfigurations that lead to outages. The aim is to enable engineers to focus on innovation rather than repetitive tasks. #CiscoIQ #ITLeadership #ProactiveSolutions #Innovation #TechTrends
Liz Centoni

From Vision to Reality: Intelligence in Action with Cisco IQ

2026-04-29 14:00
🚀 Cisco recently announced the launch of Cisco IQ, now generally available for enterprise SaaS deployment. This AI-powered engine aims to streamline management of complex IT environments, moving away from fragmented approaches that create data silos. During Early Field Trials, Cisco IQ demonstrated its capabilities in enhancing operational efficiency and security. #CiscoIQ #AI #EnterpriseTech #Innovation #TechnologySolutions
Bhaskar Jayakrishnan

Warp’s gamble: Going open source to take on closed-source rivals

2026-04-29 13:57
🚀 Warp, the Rust-based development environment, has transitioned to open source! Originally starting as a Mac terminal in 2022, it has evolved into an agentic development environment now available on Linux and Windows. In a recent announcement, CEO Zach Lloyd emphasized community involvement through the new open-source Warp repository, sponsored by OpenAI. The goal is to enhance collaboration using AI-driven workflows. Warp aims to redefine development processes, allowing developers to focus...
Steven J. Vaughan-Nichols

Interoperability Between Unity Catalog and Google BigQuery via Catalog Federation

2026-04-29 13:33
🚀 Exciting news for data users! Customers can now access the same data from both Google BigQuery and Databricks without duplication. This is made possible through catalog federation, allowing seamless reading of tables in Unity Catalog from BigQuery. Databricks also supports federation with Google Cloud’s Lakehouse. #DataInteroperability #GoogleCloud #Databricks #UnityCatalog #BigQuery

Building the Future of IDEs: Inside the First JetBrains Codex Hackathon

2026-04-29 13:33
🚀 This month, the first JetBrains x Codex Hackathon took place in San Francisco, featuring 39 innovative IDE-native AI projects. Six finalists emerged, showcasing the rapid advancements in AI integration within development environments. Notably, half of the projects were built as IDE plugins on the IntelliJ Platform SDK. 🏆 The top prize went to Aditya Mangalampalli for his project, hyperreasoning, a unique coding agent. The event highlighted the importance of building tools directly against...
Dominique Rolink

How AI transforms your role as a platform engineer

2026-04-29 13:05
🚀 Platform engineering aims to empower developers while maintaining standards. With AI, developers can automate tasks by creating agents, leading to increased efficiency. However, this can result in "agent sprawl," where oversight diminishes, raising concerns about governance and safety. As platform engineers, it's essential to adapt and ensure that AI tools align with company standards. #PlatformEngineering #AI #Automation #DevOps #Governance
Zohar Einy

How HPE is closing the loop on cloud and AI sprawl with agentic AI

2026-04-29 13:00
HPE addresses the challenges of hybrid cloud complexity and AI integration for enterprise operations. 🌐 With increasing demands on operations teams, organizations must shift from siloed systems to a closed-loop operations model. This involves using AI agents for continuous feedback on orchestration, observability, and remediation. 🔄 AI techniques are essential for optimizing operations, enabling teams to work more strategically despite resource constraints. The focus is on enhancing...
Jennifer Riggins

Next-Level Observability with OpenTelemetry

2026-04-29 11:05
Unlock the power of observability with OpenTelemetry! 📊 In a new tutorial, you'll discover how to enhance your logging techniques for complex applications. Basic logging works for simple services, but as systems grow, it can become overwhelming. Learn to instrument a Kotlin and Spring Boot backend service with OpenTelemetry. This guide helps you gain deeper insights into execution contexts, allowing for better error tracing. Check it out and elevate your development skills! 🚀 #OpenTelemetry...
Viliam Sedliak

How we turned Storybook into a behavioral verification engine

2026-04-29 07:01
Transforming Storybook into a behavioral verification engine enhances the reliability of the Red Hat Hybrid Cloud Console. This article outlines how they shifted from traditional UI testing to a comprehensive approach that validates real component behavior, including routing and permission checks, while using Mock Service Worker for accurate network interactions. Key methods include using handler factories, named constants, and shared interaction helpers to reduce technical debt and ensure...
Riccardo Forina

Boosting speed: Use eBPF and netstacklat to troubleshoot latency

2026-04-29 07:01
🚀 Dealing with application lag? The article highlights how eBPF and the netstacklat tool can help troubleshoot network latency issues. 📊 Netstacklat monitors packet delays in the Linux network stack, providing insights into where latency occurs—from the kernel to the application layer. 🔍 By analyzing these metrics, developers can pinpoint bottlenecks and optimize performance, enhancing user experience. #NetworkLatency #eBPF #PerformanceMonitoring #DevOps #Linux
Toke Høiland-Jørgensen, Simone Ferlin-Reiter

DeepInfra on Hugging Face Inference Providers 🔥

2026-04-29 00:00
🚀 Exciting news! DeepInfra is now an official Inference Provider on the Hugging Face Hub. This integration enhances serverless inference capabilities on the platform. Developers can access over 100 models easily, supporting various tasks including conversational and text-generation. DeepInfra offers competitive pricing and simplifies AI integration for applications. #DeepInfra #HuggingFace #AIInference #MachineLearning #Developers

Everything we announced at Sessions 2026

2026-04-29 00:00
🚀 At Stripe Sessions 2026, we unveiled 288 new products and features aimed at enhancing business operations. 📈 The focus is on making Stripe more programmable, strengthening the Stripe network, and supporting AI economic infrastructure. 💳 Key announcements include the expanded Agentic Commerce Suite and the new Checkout Studio for optimizing checkouts. Learn more about these innovations! #StripeSessions #BusinessInnovation #AI #Payments #TechUpdates
Source: Stripe Blog

GitLab Patch Release: 18.11.2, 18.10.5

2026-04-29 00:00
🚀 GitLab has announced patch releases 18.11.2 and 18.10.5 for both the Community and Enterprise Editions. These updates aim to improve functionality and address previous issues. Users are encouraged to review the release notes for detailed information on changes and enhancements. Stay updated and ensure your systems are running smoothly! 🔧 #GitLab #SoftwareUpdate #TechNews #DevOps #ReleaseNotes
Source: GitLab Blog