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Monday, April 13, 2026

How we’re building a cleaner, more efficient energy supply | FY25 Purpose Report

2026-04-13 15:00
Cisco has achieved a significant milestone by reducing its Scope 1 and 2 GHG emissions by 90% compared to 2019. 🌍 This accomplishment is part of their holistic approach to sustainability, which includes improving efficiency and sourcing renewable energy. As demand for data centers and AI grows, Cisco emphasizes the importance of cleaner energy solutions. ⚡ Explore more in Cisco’s FY25 Purpose Report. #Sustainability #CleanEnergy #Cisco #GHGReduction #Innovation
Andy Smith

Building a CLI for all of Cloudflare

2026-04-13 14:29
🚀 Cloudflare has unveiled "cf," a unified CLI aimed at enhancing consistency across its platform. This tool simplifies interactions for developers and AI agents with nearly 3,000 API operations. 🌐 The new CLI is designed to support all Cloudflare products, allowing configuration using infrastructure-as-code. 💻 Currently in Technical Preview, users can try it by running npx cf or installing it via npm. Future updates will expand its capabilities and streamline user experience. #Cloudflare #API...
Dan Carter

Evolve and Optimize Your Skills for the AI Networking Era

2026-04-13 14:00
🚀 Evolving your skills for AI networking is essential in today's tech landscape. Traditional networks are not equipped for the demands of AI, which requires ultra-low latency and machine-to-machine communication. 📚 To bridge this gap, network engineers must enhance their knowledge of AI networks and automation. Learning resources from Cisco offer quick tutorials and comprehensive courses to support this transition. 🔗 Explore options like the "Automating Networks Using Cisco Platforms" course...
Margaret Dilloway

Agents have their own computers with Sandboxes GA

2026-04-13 13:08
Cloudflare Sandboxes provide AI agents with a secure, isolated computing environment. 🌐 Since launching, they've addressed key challenges like quick state restoration, security, and ease of use. Notably, they support features such as secure credential injection and persistent code interpreters for efficient development. Figma has utilized this solution to enhance their infrastructure for running agent-authored code. 🚀 Sandboxes are now generally available, making them accessible for more...
Mike Nomitch

Durable Objects in Dynamic Workers: Give each AI-generated app its own database

2026-04-13 13:08
🚀 Exciting news for developers! Cloudflare has introduced Durable Object Facets, allowing Dynamic Workers to create isolated SQLite databases. This feature enhances the capability to build persistent applications with real-time AI-generated code. Dynamic Workers load code quickly and efficiently, making it ideal for creating applications that require stateful interactions. Developers can now leverage Durable Objects for fast storage access, facilitating seamless user experiences. Explore the...
Kenton Varda

Dynamic, identity-aware, and secure Sandbox auth

2026-04-13 13:00
🚀 Exciting advancements in AI security! The introduction of Outbound Workers for Sandboxes offers a programmable, zero-trust egress proxy for AI agents. This new feature enables developers to safely inject credentials and enforce dynamic security policies without exposing sensitive tokens. Sandboxes enhance security, speed, and control, allowing users to manage untrusted workloads effectively. Learn more about how this innovative approach can improve authentication for AI agents. #AI...
Gabi Villalonga Simón

Preparing for Post-Quantum Cryptography: The Secure Firewall Roadmap

2026-04-13 12:00
🌐 The rise of quantum computing poses a serious threat to current encryption methods. Cisco’s Secure Firewall roadmap highlights the urgent need for post-quantum cryptography (PQC) to protect sensitive data. With NIST-approved algorithms, organizations must adapt to new standards by 2027 to ensure security against potential breaches. Governments worldwide are setting deadlines, making this a critical issue for all. #CyberSecurity #PostQuantum #Encryption #DataProtection #CiscoSecureFirewall
Bill Spry

Deploy TAP-as-a-Service in OpenStack Services on OpenShift

2026-04-13 07:16
🌐 As cloud infrastructure evolves, observability and security monitoring become crucial for OpenStack operators. 🔍 TAP-as-a-Service (TAPaaS) enhances port mirroring capabilities, allowing for scalable traffic analysis in multi-tenant environments while maintaining isolation. 🛡️ Key benefits include security monitoring, performance analysis, troubleshooting, compliance auditing, and lawful intercept. For detailed steps on operationalizing TAPaaS in OpenStack Services on OpenShift, check out...
Gurpreet Singh, Miro Tomaska

Build more secure, optimized AI supply chains with Fromager

2026-04-13 07:16
🚀 Fromager is here to enhance security in AI supply chains! In light of recent package compromises like torchtriton and ultralytics, the need for reliable dependency management has never been greater. Fromager rebuilds your entire dependency tree from source, ensuring each binary is traceable and verifiable. It offers network isolation during builds, preventing unauthorized access and enhancing security. This tool is essential for teams managing AI workloads at scale. 🔍 Learn more about how...
Lalatendu Mohanty

Managing and monitoring Podman Quadlet in the Red Hat Enterprise Linux web console

2026-04-13 03:01
🚀 The Red Hat Enterprise Linux (RHEL) web console offers a streamlined interface for managing local systems and servers. It now integrates Podman Quadlet for running containers with systemd in a declarative manner. 🔧 With the Podman plug-in, users can create and manage containers easily. The setup process includes creating a configuration file for a test application, such as a Python web server. 📂 Although the web console lacks an editor for quadlet files, it allows for file creation via the...
Jelle van der Waa

Engineering the Forge Billing Platform for Reliability and Scale

2026-04-13 00:56
🚀 Atlassian’s Forge, a cloud app development platform, has introduced usage-based pricing for developers. This shift posed a challenge in accurately measuring and billing usage at scale. 🔧 The engineering team built a robust system to collect usage events and route them to Atlassian’s billing systems. This ensures developers can track and manage their costs effectively. 📊 The architecture connects Forge services, a usage pipeline, and billing systems, making it easier for developers to...
Jovana Dunisijevic

7 steps to build a savvy email marketing strategy in 2026

2026-04-13 00:00
📧 Looking to enhance your email marketing strategy for 2026? Here are 7 key steps to consider: 1️⃣ Define your goals. 2️⃣ Identify your audience. 3️⃣ Build your email list. 4️⃣ Ensure deliverability. 5️⃣ Create engaging content. 6️⃣ Utilize automation. 7️⃣ Measure your results. These steps can help you create an effective email marketing approach. #EmailMarketing #DigitalStrategy #MarketingTips #BusinessGrowth #ContentMarketing
Jesse Sumrak

Elastic and Cursor partner to accelerate context engineering with coding agents

2026-04-13 00:00
🚀 Elastic has announced a partnership with Cursor to enhance context engineering for coding agents. This collaboration integrates Elasticsearch's tools and data directly into Cursor's platform, allowing developers to access real-time data without leaving their coding environment. With the new Elastic plugin on the Cursor Marketplace, agents can query logs and triage alerts as part of their workflow. This development aims to provide a reliable foundation for AI, ensuring agents have the...
Source: Elastic Blog
Hemant Malik,Laurent Saint-Felix,Rithika Kancharla

GitLab named a 2026 Omdia Universe Leader

2026-04-13 00:00
🚀 GitLab has been recognized as a Leader in the 2026 Omdia Universe for AI-assisted Software Development! The independent evaluation highlighted GitLab's top scores in Solution Breadth (100%), Strategy and Innovation (88%), and Core Features (82%). This year, Omdia expanded its criteria to assess full software lifecycle capabilities, reflecting the evolving role of AI in development. With a focus on not just coding but also testing, security, and deployment, GitLab stands out among its peers....
Source: GitLab Blog
Rebecca Carter

Introducing Webflow AEO: an agentic, closed-loop system for AI discovery

2026-04-13 00:00
🚀 Introducing Webflow AEO, a new system designed to enhance AI discovery for brands. With AEO, users can measure their brand's visibility in AI responses and receive prioritized recommendations. This allows for efficient implementation of improvements directly within Webflow. Discover how AEO agents can help you scale your efforts! 🌐🔧 #Webflow #AEO #AI #DigitalMarketing #BrandVisibility
Source: Webflow Blog

Netlify Database GA coming soon, no new databases for now

2026-04-13 00:00
🚀 The GA version of Netlify DB is launching the week of April 20, 2026, featuring significant improvements and no extension installation needed. 🔄 Transitioning from the beta experience to GA is optional; detailed migration instructions will be provided. Users will not face data loss or extra charges. 🚫 Starting April 13, 2026, new databases can't be created with the beta experience, but existing databases can be claimed. ⏳ If you created a database recently, remember to claim it within 7...
Source: Netlify Blog

Orc-estrating an Optimized Workflow for Quickly Prototyping on Twilio with Claude Code Plugins

2026-04-13 00:00
Unlock the potential of your Twilio app with Claude Code Plugins! 🛠️ This article explores how to streamline your development process using specialized AI subagents. Learn step-by-step methods to enhance your prototyping efficiency. Dive in to optimize your workflow today! 🚀 #Twilio #AI #Development #Prototyping #TechTips
Michael Carpenter

The Fab Spring Creator Sale has started!

2026-04-13 00:00
🌸 The Fab Spring Creator Sale is now live! Enjoy discounts of up to 70% on over 130,000 products, including assets, templates, materials, and gameplay systems. This sale runs until April 20, so don’t miss your chance to grab these deals! Explore the offerings and elevate your projects today! 🛒✨ #FabSpringSale #Discounts #Creators #GameDevelopment #SpringDeals

Timberline’s Beastro serves up a flavorful twist on a variety of genres with UE5

2026-04-13 00:00
Discover the creative journey behind Timberline's new game, Beastro! 🎮 This indie team of 13 has developed a unique experience that combines deckbuilding, cooking, and puppet-theater battles. The game showcases impressive visuals and a distinct charm, all powered by Unreal Engine 5. Get ready for a “crunchy cozy” adventure! 🍽️✨ #GameDevelopment #IndieGames #UnrealEngine5 #Beastro #GamingNews

Sunday, April 12, 2026

Welcome to Agents Week

2026-04-12 17:01
🌐 This week marks the start of Agents Week at Cloudflare, focusing on the future of the Internet. Cloudflare aims to adapt the Internet and cloud for the age of AI. Traditional applications serve many users, but agents operate on a one-to-one basis, personalizing tasks for individual users. As agents expand beyond developers to all knowledge workers, the demand for server capacity could rise dramatically. For example, if 100 million U.S. workers each used an agent, we would need up to 1...
Dane Knecht

Cursor, Claude Code, and Codex are merging into one AI coding stack nobody planned

2026-04-12 12:56
The AI coding tool market is evolving in unexpected ways. In April 2026, Cursor released a new interface for managing multiple AI agents, while OpenAI introduced an official plugin for Anthropic’s Claude Code. These tools are now working together, not as competitors, but as complementary layers. This trend resembles how developers utilize various specialized tools in infrastructure, highlighting a shift towards composability in AI coding solutions. #AICoding #SoftwareDevelopment #TechTrends...
Janakiram MSV

HPA-managed workloads: Why the obvious waste stays

2026-04-12 01:51
Kubernetes teams often identify overprovisioning, but many HPA-managed workloads remain unchanged despite clear inefficiencies. As these workloads see real production traffic, teams prioritize stability over optimization. Changes can disrupt scaling behavior, creating uncertainty during critical spikes. The challenge lies not in spotting waste, but in understanding the risks of adjustments. Teams opt to maintain predictable performance rather than risk instability. #Kubernetes #HPA...
Yasmin Rajabi

MiniMax M2.7 Advances Scalable Agentic Workflows on NVIDIA Platforms for Complex AI Applications

2026-04-12 01:02
🚀 The MiniMax M2.7 has been released, enhancing the MiniMax M2.5 model for complex AI applications across various fields, including ML research and software engineering. This model features a sparse mixture-of-experts design, maintaining low inference costs while leveraging a 230B-parameter architecture. It utilizes advanced techniques like Rotary Position Embeddings and a top-k expert routing mechanism for optimal performance. Additionally, NVIDIA introduces NemoClaw, a tool for safely...
Anu Srivastava

Saturday, April 11, 2026

Karpathy says developers have ‘AI Psychosis.’ Everyone else is next.

2026-04-11 10:10
Andrej Karpathy highlights a growing perception gap around AI, particularly among developers. He describes a phenomenon he calls "AI Psychosis," where developers using advanced AI tools experience profound changes in their work. This impact stems from the intersection of AI capability, fluency, and domain expertise in software development. As AI evolves, similar transformations are expected in fields like law, medicine, and finance. Karpathy's insights suggest that while developers currently...
Matthew Burns

Friday, April 10, 2026

AI’s speed paradox: why faster individuals don’t mean faster organizations

2026-04-10 22:23
AI is accelerating execution, but misalignment is hindering shared outcomes. A recent Atlassian survey reveals that while 89% of executives see faster individual productivity, half report no improvement in cross-team coordination. Key insights show that focusing solely on individual speed can lead to issues like duplicative work and miscommunication. Organizations must prioritize collaboration to harness AI's full potential. Explore how to align teams effectively in this evolving landscape....
kdelara@atlassian.com

Cirrus CI is shutting down: upgrade to a scalable, AI-ready alternative

2026-04-10 21:10
🚨 Important Announcement for Cirrus CI Users! 🚨 Cirrus Labs is joining OpenAI, leading to the shutdown of Cirrus CI on June 1, 2026. For those seeking alternatives, CircleCI offers similar configurations with added benefits such as pay-per-use billing, multi-platform execution, and Docker-native workflows. Migration experts are available to assist with the transition. Explore CircleCI's open-source support and VCS flexibility to enhance your development processes. #CircleCI #Migration #DevOps...
Jacob Schmitt

Non-Obvious Patterns in Building Enterprise AI Assistants

2026-04-10 18:23
Building effective AI assistants involves navigating complex internal terminology. 🌐 A recent article highlights key challenges in enterprise AI, focusing on multi-agent design and context engineering. The importance of disambiguating acronyms like CSM and NPS is crucial, as their meanings can vary significantly within a company. Understanding these non-obvious patterns can enhance AI usability and effectiveness. 🔍🤖 #AI #EnterpriseAI #TechTrends #Innovation #ArtificialIntelligence
Aman Sardana

500 Tbps of capacity: 16 years of scaling our global network

2026-04-10 18:00
Cloudflare's global network has reached a significant milestone, now boasting 500 Tbps of external capacity. 🌐 This capacity allows the network to route over 20% of the web and handle the largest DDoS attacks recorded. From its humble beginnings in 2010, Cloudflare has expanded to over 330 cities, adapting to various challenges along the way. As the network grew, so did customer needs for security, leading to advanced systems that protect enterprise networks. #Cloudflare #Networking...
Tanner Ryan

Where are the guardrails everyone promised for AI?

2026-04-10 17:00
Julien Verlaguet, founder of SkipLabs, questions the effectiveness of current AI guardrails. Despite many claims, he finds a lack of real development in this area. Verlaguet is focused on building Skipper, a coding agent designed to enhance AI-assisted development. He emphasizes the need for tools that ensure AI outputs are manageable and deployable. As AI evolves, the demand for faster and more reliable solutions is crucial. Skipper aims to address these challenges without relying solely on...
Darryl K. Taft

Evaluating Netflix Show Synopses with LLM-as-a-Judge

2026-04-10 16:26
📺 Netflix faces the challenge of helping users choose from thousands of titles. To enhance viewer experience, they emphasize the importance of high-quality show synopses. 📝 Their new LLM-based system evaluates synopsis quality across four key dimensions, achieving over 85% agreement with creative writers. This method allows Netflix to identify issues before a show's release. 🔍 The dual focus on creative quality and member feedback ensures that synopses serve both artistic standards and viewer...
Netflix Technology Blog

Memory Scaling for AI Agents

2026-04-10 16:00
Memory scaling enhances AI agents by improving their performance as they accumulate information from past interactions and feedback. 📈 This approach shifts the focus from just building stronger models to leveraging persistent memory for better context and grounding. It is particularly beneficial in enterprise settings, where agents can learn from diverse user experiences. 🏢 Databricks has made strides in this area with systems like ALHF and MemAlign, which utilize human feedback to refine...

How to build an AI-powered private document search app with RAG, ChromaDB, and memory

2026-04-10 16:00
🚀 AI technology is evolving, offering new tools for developers to create custom applications. This article explores building an AI-powered private document search app using RAG, ChromaDB, and memory. It highlights the challenges of efficient data processing in vector databases and the need for unstructured data management. The tutorial guides you through connecting an LLM with LangChain and using ChromaDB for memory storage. Steps include installing necessary Python packages and implementing...
Teri Eyenike

Powering clinical research innovation: How TriNetX uses Databricks to accelerate drug development

2026-04-10 15:27
TriNetX is transforming clinical research by leveraging Databricks to enhance drug development processes. The partnership aims to accelerate time-to-insight in life sciences R&D, improving overall efficiency and outcomes. This innovation supports better human health globally. 🌍💉 #ClinicalResearch #DrugDevelopment #LifeSciences #Innovation #HealthTech

Why data governance is the secret to AI agent success

2026-04-10 15:00
AI is enhancing DevOps, with 70% of IT leaders noting its positive impact. However, weak DevOps practices can lead to amplified issues with AI agents. Data governance is crucial as AI handles more tasks, making it essential to ensure compliance, security, and transparency. Surprisingly, only 39% of organizations have automated audit trails despite 77% trusting AI outputs. Investing in strong governance now is vital for successful AI integration, especially in regulated industries. 🛡️📊🔍...
Rod Cope

How (Not) to Learn Python

2026-04-10 14:21
🌟 Mark Smith's recent talk at Python Unplugged highlighted an interesting approach to learning Python: adjusting PyCharm's AI features. He suggests that turning off certain AI tools can enhance the learning experience. While these features are beneficial for seasoned developers, they may hinder beginners by promoting reliance on automatic code completion. To customize your PyCharm settings, visit Editor | General | Code Completion | Inline. This way, learners can engage more deeply with...
Cheuk Ting Ho

What is Agentic Analytics?

2026-04-10 09:17
Discover the concept of agentic analytics, where autonomous AI agents delve into data. This innovative approach enhances data exploration and insights. The article discusses the foundational elements of data and AI that support this method. It emphasizes the potential for improved decision-making through these advanced analytics. 🔍🤖📊 #AgenticAnalytics #AI #DataExploration #Innovation #TechTrends

The messy truth of your AI strategies

2026-04-10 07:40
🚀 In the latest discussion, Ryan speaks with Hema Raghavan from Kumo.ai about the complexities of implementing AI strategies. They explore issues like pipeline sprawl and shadow AI, and highlight governance methods such as using approved platforms and monitored gateways. Kumo.ai's approach simplifies AI deployment with a single foundation model that employs real-time database queries. Learn how Kumo.ai helps organizations make rapid predictions about users and transactions. #AI #Technology...

How I refactored a legacy Node.js test suite with Claude (and saved 3 days of work)

2026-04-10 07:16
Refactoring a legacy Node.js test suite can be a daunting task, especially with over 100 tests needing updates due to hard-coded values and missing metadata. 🛠️ Using Claude AI, the process was streamlined significantly. By employing its CLI for large-scale refactoring, I replaced outdated paths with environment variables, cutting down what would have taken three days to just an hour! ⏱️ This approach highlights how AI can efficiently assist in repetitive coding tasks. #Nodejs #AI...
Tomas Juhasz

Install Red Hat Data Grid operator in a disconnected environment

2026-04-10 07:16
Learn how to install the Red Hat Data Grid operator in a disconnected environment! 🌐 This guide details the process, which can also be applied to other Red Hat products like JBoss EAP and AMQ. Key topics include the role of the Operator Lifecycle Manager (OLM) and how to mirror images using the oc-mirror tool. For more insights, check out the full article! 📖✨ #RedHat #DataGrid #OpenShift #ContainerManagement #CloudComputing
Francisco De Melo Junior