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Tuesday, April 28, 2026

Why Terraform is green when your cloud is broken

2026-04-28 13:00
🔍 Terraform can show a clean state even when actual configurations change. A recent article highlights a scenario where a Terraform plan indicated no changes, but later, an API error revealed discrepancies due to manual updates in the AWS console. The key takeaway is that Terraform's state file captures a snapshot of infrastructure but can become out of sync with real-world changes. Stay aware of this gap to avoid unexpected incidents! ⚠️ #Terraform #CloudInfrastructure #DevOps...
Joe Karlsson

Lovelace emerges from stealth with context engine that claims 1000x AI investigative power

2026-04-28 12:30
Andrew Moore, former head of Google Cloud AI, unveils Lovelace AI and its product Elemental, designed to tackle high-stakes investigative questions in AI. Moore highlights the limitations of large language models in contexts requiring deep data insights, like finance and national security. Elemental aims to enhance decision-making where incorrect answers can lead to significant consequences. #AI #DataScience #LovelaceAI #InvestigativeAI #TechInnovation 🚀🔍💡
Darryl K. Taft

AI-Ready, Simpler, and More Secure WAN: Cisco SD-WAN Innovations

2026-04-28 12:00
🚀 Cisco has introduced updates in SD-WAN 26.1.1, aiming to simplify SASE adoption and enhance AI-ready networking. This release emphasizes the importance of security and resilience, providing tools for continuous visibility into configuration risks. The goal is to streamline network management without overcomplicating operations. With a focus on a unified policy approach and end-to-end visibility, organizations can strengthen their networks efficiently. #CiscoSDWAN #NetworkSecurity #AIReady...
Sunakshi Tickoo

Popular Go Web Frameworks: A Practical Guide for Developers

2026-04-28 10:04
🌐 The 2025 Go Developer Survey reveals that 46% of Go developers utilize the language for web services, leading to discussions about web frameworks. The GoLand team examines the popular net/http package. Its advantages include robustness, simplicity, and no external dependencies, allowing for full control over code. However, drawbacks exist, such as a lack of built-in abstractions and potential productivity loss due to boilerplate code. Notably, 32% of developers still favor net/http. #GoLang...
Dominika Stankiewicz

Building or Buying: The Agentic Analytics Dilemma

2026-04-28 09:55
🤔 Building or buying tech solutions? It's a common dilemma for companies. The key isn't just whether you can build a solution, but how fast and efficiently it can be implemented and maintained. Many overlook long-term challenges like consistency and integration when opting for DIY approaches. In agentic analytics, ambiguity in definitions and answer quality often leads to problems as scope expands. Understanding what it truly takes to make a system reliable across teams is essential for...
Claire Amaouche

How we built the most performant DeepSeek V3.2, MiniMax-M2.5 and Qwen 3.5 397B on DigitalOcean NVIDIA HGX™ B300 GPU Droplets

2026-04-28 09:00
🚀 We are excited to announce the launch of DeepSeek V3.2, MiniMax-M2.5, and Qwen 3.5 397B on DigitalOcean Serverless Inference. These models achieve leading performance, with DeepSeek V3.2 delivering 230 output tokens per second and a sub-1-second time to first token for 10,000 input tokens. Fast inference is crucial for modern AI applications, ensuring a seamless user experience. Our optimizations enable businesses to lower costs and maintain high performance. Explore the benchmarks and see...
Bhaskar Dutt

Introducing the Skill Manager and Skill Repository

2026-04-28 07:47
🚀 Exciting updates for AI Assistant users! Introducing the Skills Manager and Skill Repository, two new features designed to enhance your development experience. With the Skills Manager, you can now install and manage trusted skills from a single location, making them reusable across multiple agents and projects. This streamlines your workflow and reduces setup time. The Skill Repository provides a curated list of verified skills, ensuring a safer adoption process. Skills are organized for...
Dominique Rolink

Your LLM issues are really data issues

2026-04-28 07:40
🌐 In a recent episode, Harsha Chintalapani, co-founder and CTO of Collate, discussed the challenges AI and LLMs face with real-time, structured production data. 📊 Key issues include schema changes, inconsistent definitions, and weak governance, which can disrupt analytics and machine learning processes. 💡 To make data AI-ready, companies should focus on metadata management and observability. #DataChallenges #AI #MachineLearning #Metadata #Governance
Phoebe Sajor

New features in GCC 16: Improved error messages and SARIF output

2026-04-28 07:16
🚀 Exciting updates in GCC 16 are here! New features include enhanced C++ error messages, now with a clearer hierarchical structure for easier debugging. The SARIF output has also been improved, allowing for better machine-readable diagnostics. Additionally, a new experimental HTML output option is available for enhanced visualization during analysis. Explore these improvements in GCC 16 today! #GCC16 #Programming #Cplusplus #SoftwareDevelopment #RedHat
David Malcolm

OpenShift AI observability summarizer: Transform metrics into meaning

2026-04-28 07:16
Introducing the Red Hat OpenShift AI observability summarizer! 🚀 This innovative tool transforms raw metrics into clear, actionable insights for platform teams. It streamlines the analysis process by filtering through 1,800 metrics, ensuring users get focused answers rather than overwhelming data. Key features include intent extraction, metric discovery, and LLM summarization—making it easier to identify and act on issues in complex environments. Say goodbye to static dashboards and hello to...
Twinkll Sisodia, Sandip Gahlot, Jianrong Zhang, Abdul Hameed, Manna Kong

Build .NET container images with Tekton

2026-04-28 07:16
🚀 Tekton is a Kubernetes-native CI/CD framework that simplifies building and deploying .NET applications. With the dotnet-publish-image task, you can build and push container images directly using the .NET SDK—no Dockerfile needed! This article guides you through setting up a minimal Tekton pipeline to clone a .NET app from Git, build a container image, and push it to quay.io. Learn about task parameters, repository setup, and automating builds with Git push triggers. #Tekton #DotNET #CICD...
Tom Deseyn

Exploring distroless containers with Project Hummingbird

2026-04-28 07:16
🚀 Project Hummingbird offers minimal, hardened container images designed to enhance security with a reduced attack surface. These distroless images serve as drop-in replacements for standard containers. 🔍 The article explores their functionality using examples in Fedora Linux, showing how they integrate seamlessly into existing workflows. 🔒 With a focus on low vulnerabilities, Hummingbird supports various programming languages, databases, and web servers, making it a versatile option for...
Fernando Lozano

Introducing the OSSCAR Index

2026-04-28 07:00
🚀 Announcing the OSSCAR Index! This new quarterly ranking highlights the fastest-growing open source organizations, using a transparent and reproducible methodology. The first edition for Q1 2026 is now live. 📊 Key highlights include Openclaw's impressive growth from 29 to 1,383 contributors and 16.7 million downloads. The Emerging category is led by AI-driven projects, with Paperclip taking the top spot. Explore the ranking and discover the future of open source! 🌟 #OpenSource #OSSCARIndex...

2026 Vercel AI Accelerator recap

2026-04-28 04:00
🚀 On April 16th, 39 teams showcased their AI innovations at the Vercel AI Accelerator Demo Day in San Francisco. Over six weeks, they collaborated with Vercel and industry leaders, refining their projects. 👥 Participants attended technical workshops and fireside chats with experts. Key topics included AI product development, legal aspects, and fundraising. 🏆 The winners included Rex, Hacktron AI, and Roots, each recognized for their innovative solutions in finance, security, and real estate....
Source: Vercel Blog
Caroline Ciaramitaro

Adopting SLI/SLO for improving reliability - Part 3: Service application cases

2026-04-28 02:00
🚀 In the latest article by Ki-cheol Cheon, the importance of SLI (Service Level Indicator) and SLO (Service Level Objective) in enhancing service reliability is explored. Key points include the need for a clear understanding of service offerings and user journeys. Identifying critical user journeys (CUJs) is essential for aligning SLOs with business objectives. 🤝 Collaboration across teams is crucial. SLI/SLO metrics should be defined collectively to ensure that all stakeholders share...

Adaptive Ultrasound Imaging with Physics-Informed NV-Raw2Insights-US AI

2026-04-28 00:28
🚀 A recent article discusses the advancements in adaptive ultrasound imaging through the use of Physics-Informed NV-Raw2Insights-US AI. This technology enhances the quality and efficiency of ultrasound imaging, providing clearer insights for medical professionals. The article highlights its potential applications in various medical fields, improving diagnostic capabilities. #UltrasoundImaging #AIinHealthcare #MedicalTechnology

Install once, use everywhere: Multi-app compatibility is now live on the Marketplace

2026-04-28 00:10
🚀 Exciting news for Atlassian users! The Marketplace now offers multi-app compatibility. You can install a single app that works across both Jira and Confluence, reducing the need for separate installations. This means quicker setup and less admin hassle. Check out the new “Requires” and “Works With” attributes to see app compatibility directly on the listings. Admins can connect apps on their terms, enhancing cross-app functionality without extra costs. Explore the new multi-compatible apps...
amacaraeg@atlassian.com

CrowdStrike Expands ChatGPT Enterprise Integration with Enhanced Audit Logging and Activity Monitoring

2026-04-28 00:00
🚀 CrowdStrike is enhancing its ChatGPT Enterprise integration with advanced audit logging and activity monitoring. This update improves visibility into authentication and AI interactions, essential for enterprise governance. As AI becomes integral to daily operations, understanding its usage and ensuring compliance is critical. The expanded features help security teams detect anomalies and enforce policies effectively. Stay informed on AI security! 🔍💼 #CrowdStrike #AI #Cybersecurity...
Yonatan Nachman

GitLab and Anthropic: Governed AI for enterprise development

2026-04-28 00:00
🚀 GitLab has enhanced its integration with Anthropic's Claude, enabling organizations to access the latest AI models within its intelligent orchestration platform. This development supports compliance and governance in software development. 🔍 With GitLab Duo, AI can assist in various tasks like code generation and vulnerability resolution, all while adhering to established security and audit protocols. 🌐 Organizations can now leverage Claude models through Google Cloud’s Vertex AI and AWS...
Source: GitLab Blog
Stuart Moncada

How to build CI/CD observability at scale

2026-04-28 00:00
Unlocking CI/CD success starts with visibility! 🌟 GitLab's CI/CD Observability solution helps organizations optimize pipeline performance and gain actionable insights. This includes key metrics like pipeline duration, job success rates, and more. A recent collaboration with a financial services firm showcased the benefits of integrating Grafana and Prometheus for real-time monitoring. Key dashboards provide visibility into job performance, runner utilization, and deployment frequency. 📊 Learn...
Source: GitLab Blog
Paul Meresanu

Is Your Auth Ready for AI? Why Identity Is the First Thing Developers Need to Fix

2026-04-28 00:00
Is your authentication system ready for AI? 🤖 Many engineering teams face scaling challenges not with AI tools, but with identity providers. As AI evolves from simple chatbots to complex agents, existing identity infrastructures can become significant bottlenecks. AI operates differently—it's asynchronous and connects across various services without human input. This shift means identity must transform from a feature to a core infrastructure element to ensure security and efficiency. 🔒 The...
Source: Auth0 Blog
Saad Rahman

Netlify Database is now generally available

2026-04-28 00:00
🚀 Exciting news! Netlify Database is now generally available as a serverless Postgres database, fully integrated into the Netlify workflow. This upgrade from the beta experience allows teams to collaborate seamlessly, enabling AI agents to suggest and test database changes before they go live. 🔍 Key features include the ability to customize setups and choose your ORM. It's available for Credit-based plans, with free storage until July 1, 2026. Learn more in the official blog post! 📚 #Netlify...
Source: Netlify Blog

State of Observability in Financial Services 2026: From implementation to business impact

2026-04-28 00:00
The 2026 State of Observability in Financial Services report highlights significant changes in how organizations manage their digital infrastructure. Key findings show a shift from basic metrics collection to a focus on unified insights that drive business decisions. This evolution supports cybersecurity, compliance, and operational resilience. Notably, 70% of IT leaders now classify their observability practices as mature or expert—up from 45% last year. Companies are optimizing investments...
Source: Elastic Blog
Leah McEwen

Monday, April 27, 2026

How leading tech companies are killing the builder’s tax with Lakebase

2026-04-27 23:23
Leading tech companies are addressing the "builder's tax" in AI development through Databricks Lakebase. By collapsing data movement layers, they eliminate ETL processes and unify operational and analytical data on one governed platform. This approach enables real-time intelligence, streamlining the development of AI-native apps. #TechInnovation #AI #DataManagement #Databricks #Lakebase

Microsoft-OpenAI rewrite opens the door for Anthropic and Google

2026-04-27 22:25
🚀 OpenAI and Microsoft have announced a reworking of their partnership agreements, aiming for a more flexible collaboration. This change allows OpenAI to deliver services beyond Azure, while Microsoft will no longer pay OpenAI a revenue share. However, revenue-share payments from OpenAI to Microsoft will continue through 2030. The shift opens opportunities for Microsoft to collaborate with other AI companies like Anthropic and Google. #OpenAI #Microsoft #AIpartnership #TechNews #Innovation
Adrian Bridgwater

Beyond the Jira board: how autonomous workflows unlock engineering velocity

2026-04-27 20:19
Engineering teams are achieving rapid output, but they're spending only 16% of their time coding. The remaining 84% is consumed by coordinating, searching for documentation, and aligning across teams. Jira is essential for tracking progress, yet many organizations miss its potential by treating it as a simple to-do list. By integrating tools like Confluence and Rovo, teams can enhance workflow efficiency and access critical context that drives execution. Identifying friction points in your...
Mary Cadwell

GitHub moves Copilot to usage-based billing as AI coding costs climb

2026-04-27 19:02
GitHub has announced a shift to a usage-based billing model for Copilot, effective June 1. This change ties costs directly to developers' usage of AI coding tools. The new system replaces the current fixed monthly fee and premium request units with a credit-based model linked to token consumption. Users will receive monthly AI credits, with the option to purchase more if needed. This move aims to create a more sustainable pricing model for users. GitHub has also implemented measures to manage...
Paul Sawers

Why AI engineering needs old-school discipline

2026-04-27 18:53
In a recent episode of The New Stack Makers, Nimisha Asthagiri, data and AI advisor at Thoughtworks, discussed the challenges companies face in advancing AI from proof of concept to production. Many organizations are struggling with this transition, as Gartner predicts over 40% of agentic AI projects may be canceled by 2027. Asthagiri emphasizes the need for companies to rethink their approach to AI, focusing on what new capabilities can be built instead of just speeding up processes. The...
Frederic Lardinois

Kubernetes v1.36: Mutable Pod Resources for Suspended Jobs (beta)

2026-04-27 18:35
Kubernetes v1.36 introduces a significant update: the ability to modify resource requests and limits for suspended Jobs, now in beta. This feature allows adjustments to CPU, memory, and GPU specifications while the Job is paused. Previously, resource settings were fixed, necessitating Job deletion to make changes. This update benefits batch and machine learning workloads where resource needs can vary. Clusters running v1.36 can use this feature by default, enabling better resource management....

“I was tired of explaining it to somebody who was supposed to build it for me”: Meet the executives vibe-coding their own tools.

2026-04-27 16:08
Executives are increasingly "vibe coding" their own tools using AI coding assistants, moving beyond traditional IT processes. This trend includes simple automations to complex systems, driven by impatience and curiosity. Tools like Claude and Cursor are popular among high-level professionals. Moshe Bar, CEO of Codenotary, successfully created a bulletin board system with minimal coding, demonstrating the potential of AI in software development. #AICoding #BusinessInnovation #TechTrends...
Darryl K. Taft

From Clicks to Conversions: Architecting Shopping Conversion Candidate Generation at Pinterest

2026-04-27 16:01
🔍 At Pinterest, optimizing conversion ads is essential for connecting users with products they want to buy. The challenge lies in offsite conversions, which are less frequent and harder to track compared to onsite engagement. 📈 In 2023, Pinterest launched a dedicated candidate generation model designed specifically for conversions. This model has led to increased clickthrough rates and improved advertiser performance, with further enhancements noted in 2025. 🔑 Key strategies included a multi-...
Pinterest Engineering

Design Technologists: The role that turns creativity into code

2026-04-27 15:42
At Atlassian, the role of Design Technologists (DTs) is transforming how teams turn ideas into reality. By creating interactive prototypes quickly, DTs bridge the gap between design and engineering. This allows teams to test concepts early, reducing risks and improving decision-making. 🚀 DTs also integrate AI into design processes, enabling faster prototyping and enhancing collaboration across teams. The impact has been significant, with a 35% month-over-month growth in AI prototyping...
lfosslien@atlassian.com

AWS Weekly Roundup: Anthropic & Meta partnership, AWS Lambda S3 Files, Amazon Bedrock AgentCore CLI, and more (April 27, 2026)

2026-04-27 15:01
🌟 Exciting updates from the AWS Weekly Roundup! 🌟 This week, AWS announced a deeper partnership with Anthropic, integrating Claude on AWS Trainium and Graviton for enhanced AI capabilities. Claude Cowork is now available in Amazon Bedrock, allowing teams to collaborate seamlessly. Additionally, Meta has partnered with AWS to utilize Graviton processors for advanced AI tasks. Check out the new features like AWS Lambda's ability to mount S3 buckets as file systems, improving efficiency for AI...
Source: AWS Blog
Daniel Abib

What the 2026 State of Open Source report reveals about digital autonomy

2026-04-27 15:00
🚀 The 2026 State of Open Source Report highlights a significant shift in digital autonomy discussions among CIOs and CTOs. As organizations integrate open source into their systems, concerns about vendor lock-in have risen, with 68% citing it as a primary adoption driver. This trend emphasizes the importance of control and flexibility in tech environments. However, increased autonomy comes with challenges. Many enterprises report that over 50% of engineering time is now spent on maintenance...
Matthew Weier O’Phinney

Scaling the digital future: Why AI and skills investments matter for business and society

2026-04-27 14:16
AI is transforming our economy, but success relies on combining technology with skills development. Organizations that invest in both AI tools and workforce training are more likely to excel. Currently, 90% of enterprises have an AI strategy, yet less than 15% of their workforce is prepared to implement it. This skills gap poses a significant risk to future innovation. #AI #SkillsDevelopment #DigitalTransformation #WorkforceInnovation #FutureOfWork ✈️💻🌍
Enrico Albertin

Why developers are betting on Postgres for AI

2026-04-27 14:00
The demand for AI applications is growing rapidly, with many developers focusing on the need for structured data. Jensen Huang of Nvidia emphasized that structured data is the "ground truth for AI." This is crucial for preventing AI agents from making inaccurate assumptions. Postgres has emerged as the preferred database for AI workloads. According to the Stack Overflow 2025 Developer Survey, 66% of developers prefer Postgres for its ease of use and strong community support. #Postgres #AI...
Meredith Shubel

Welcome to the “find out” stage of AI

2026-04-27 13:56
AI companies are entering the “find out” stage, moving past experimentation to delivering tangible value. After a renewal cycle, many firms now understand what it takes to secure contracts and provide real results. The focus has shifted from the novelty of AI capabilities to practical applications, especially in sectors like healthcare and law where mistakes have serious consequences. Key discussions are evolving as the industry acknowledges this new phase of AI development. 🔍🤖💼 #AI...
Ryan Donovan

JetBrains Annual Highlights 2026 Are Here!

2026-04-27 13:24
🚀 JetBrains has shared its Annual Highlights for 2026! In 2025, the company focused on evolving with the software development landscape. They aimed to support developers in building, shipping, and maintaining software more effectively. Key achievements included advancements in AI-powered development and growth in enterprise adoption. For more insights on their milestones, check out the full highlights! 📊🌟 #JetBrains #SoftwareDevelopment #AI #TechNews #AnnualHighlights
Gregorio Sanchez Duarte

Now Available: Monthly Subscriptions with a 12-Month Commitment

2026-04-27 13:00
🚀 Exciting news for App Store users! Apple has introduced a new payment option: monthly subscriptions with a 12-month commitment. This allows subscribers to enjoy more affordable plans. Users can cancel anytime, and they'll receive reminders about upcoming renewals. Transparency is key, as they can track completed and remaining payments in their Apple Account. This feature is available globally (except in the U.S. and Singapore) for users on compatible systems starting today! #AppStore...