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Monday, October 27, 2025

Announcing General Availability of Python Data Source API

2025-10-27 21:20
🚀 Exciting news for developers! The General Availability of PySpark’s Data Source API for Apache Spark™ 4.0 is here. This new feature enhances custom data connectivity, allowing for simpler integration using Python. Explore the potential of this API to unlock new data solutions! #PySpark #DataSourceAPI #ApacheSpark #Python #DataConnectivity

Pros and Cons of Crowdfunding Your Startup | DigitalOcean (migrated)

2025-10-27 20:37
💡 Crowdfunding is a popular way to raise capital, generating $17.2 billion annually in North America. It allows individuals and businesses to gather funds from many donors, either through donation-based or investment models. 📊 Donation-based crowdfunding helps fund projects without giving equity, while investment crowdfunding converts donors into shareholders. 🤔 Startups should consider the benefits, like market testing and centralized communication, but also the effort required and potential...
DigitalOcean

Striving for Sustainability: Meet Ajay

2025-10-27 20:05
Meet Ajay Ranjith Vempati, Circular Design Lead at Cisco. 🌱 He is dedicated to integrating circular design into Cisco’s products. Ajay’s journey began on his ancestral farm in India, where he learned the importance of sustainability. Cisco aims to apply Circular Design Principles to all new products and packaging by fiscal 2025. Follow Ajay’s work as he contributes to a more sustainable future! ♻️ #Sustainability #CircularDesign #Cisco #EcoFriendly #Innovation
Mary de Wysocki

What Does It Take for AI Agents To Deploy Infrastructure?

2025-10-27 18:00
AI is transforming the coding landscape, but deploying infrastructure remains a challenge. Many organizations still depend on ticket queues and manual processes, causing delays. Although AI can generate code, the complexity of infrastructure management poses significant barriers. Key challenges include: 🔍 Lack of organizational context 🛠️ Complex tech stacks with hidden dependencies ⚖️ Risks related to compliance and cost management Understanding these barriers is essential for effective AI...
Idan Yalovich

Multi-Table Predictions in Data Cloud: Enabling Machine Learning Across Related Data Objects

2025-10-27 17:39
🚀 Exciting advancements in machine learning are here! Lovi Yu, a Senior Software Engineer at Salesforce, discusses the new multi-DMO support in Data Cloud Model Builder. This feature allows users to build predictions across multiple related data objects, enhancing decision-making. The team focused on balancing functionality and performance while ensuring a user-friendly interface. This development addresses customer needs for more complex data analysis. Discover how predictive modeling can...
Scott Nyberg

Cisco Customer Achievement Awards: APJC 2025 Finalists

2025-10-27 17:38
🚀 Exciting news from Cisco! The inaugural Cisco Customer Achievement Awards for the APJC region have been launched to honor organizations driving innovation and digital transformation. These awards expand on the previous CX Customer Hero Awards. Congratulations to the finalists in the AI Infrastructure Innovation Award and CX AI Trailblazer Award categories! 🎉 Stay tuned for the awards ceremony at Cisco Live Melbourne on November 10, 2025. #CiscoAwards #DigitalTransformation #Innovation #APJC...
Todd Shimizu

The Modern Enterprise Toolkit for Secure, High-Quality Code

2025-10-27 17:05
Join JetBrains Qodana on November 19, 2025, for a live session focused on embedding quality, security, and compliance into development workflows. Hosted by Kai Schmithuesen, learn about Qodana's capabilities and how it integrates with DevOps. Key topics include secure code practices, enhanced access control, and insights for managing project health. Mark your calendars and register! 🗓️🔒 #JetBrains #DevOps #Qodana #SecureCoding #SoftwareDevelopment
Kerry Beetge

What Are AI Orchestrators and Why Do They Matter Now?

2025-10-27 17:00
AI orchestrators play a crucial role in coordinating AI agents, ensuring they don't operate in isolation. They manage components, processes, and information exchange for efficient performance. Zachary Hanif from Twilio emphasizes that understanding these tools helps developers optimize AI workloads and set appropriate guardrails. As AI security concerns grow, orchestrators also help prevent potential threats. This coordination is likened to the well-organized processes in a McDonald’s...
Agam Shah

AWS Weekly Roundup: AWS RTB Fabric, AWS Customer Carbon Footprint Tool, AWS Secret-West Region, and more (October 27, 2025)

2025-10-27 16:37
🚨 This week, AWS faced service disruptions in the North Virginia region affecting DynamoDB and others due to a DNS issue. The problem is now resolved, and lessons learned will enhance service reliability. ✨ Exciting updates include the launch of AWS RTB Fabric, a managed service for real-time bidding, and an enhanced Customer Carbon Footprint Tool now tracking Scope 3 emissions. 🌐 Additionally, the new AWS Secret-West Region supports mission-critical workloads with improved security and...
Source: AWS Blog
Micah Walter

Building on top of Rovo Dev Serve mode: Rovo Dev in the IDE

2025-10-27 16:32
🚀 Explore the integration of Rovo Dev with IDEs! Rovo Dev is Atlassian’s AI coding agent designed to enhance your development workflow, achieving a 41.98% resolve rate on SWE-bench. Key features include code understanding, AI-assisted development, and robust security. The IDE integration allows developers to stay in their workflow, access context easily, and view changes seamlessly. Currently supported in Visual Studio Code and its forks. Learn more about Rovo Dev and how to get started!...
Jovana Dunisijevic

Why Your Platform Engineering Career Is Really a Sales Job

2025-10-27 16:04
Platform engineering is more than just tech—it's about effectively communicating value to various stakeholders. At a recent conference, Christopher Batey emphasized the need for platform engineers to adopt a sales mindset. Engaging with senior leadership, product management, and security is crucial for demonstrating the impact of internal developer platforms (IDPs). With 45% of platform teams disbanding within 18 months, understanding and explaining the "why" is essential for success. 💡...
Jennifer Riggins

4 reasons to upgrade your secret scanner

2025-10-27 16:00
🔍 Open source secret scanners are a good start for security, but as environments grow, commercial tools offer enhanced capabilities. They provide end-to-end visibility, continuous coverage, and integrated remediation guidance, addressing limitations of basic tools. This helps teams effectively manage secrets while reducing false positives and ensuring real-time protection. 🛡️💡 #CyberSecurity #DevOps #SecretManagement #SoftwareDevelopment
Chandni Patel

What’s New in AI/BI - October 2025 Roundup

2025-10-27 15:42
🍂 Exciting updates in Databricks AI/BI this fall! October 2025 brings new innovations in AI/BI dashboards and Genie features to enhance your workspace. These advancements aim to improve speed and intelligence in data handling. Stay tuned for more updates on these tools! #Databricks #AI #BusinessIntelligence #Innovation #DataManagement

GitHub Bets on Openness

2025-10-27 15:03
GitHub is navigating changes following CEO Thomas Dohmke's departure and its deeper integration with Microsoft. In a recent interview, COO Kyle Daigle emphasized that GitHub's core mission remains focused on supporting developers and open-source projects. He reassured the community that the platform's identity will not change, despite concerns about Microsoft's involvement. Daigle highlighted GitHub's unique position in the developer ecosystem and its commitment to prioritizing developers'...
Frederic Lardinois

Validate CDC data in your CI/CD pipeline using CircleCI

2025-10-27 15:00
Learn how to validate CDC data in your CI/CD pipeline using CircleCI! 🚀 This tutorial covers essential steps including setting up the CDC pipeline, running baseline validations, and verifying changes in your data lake. Automated validation is crucial to avoid issues like missing records and corrupted data. By following this guide, you'll build a reliable framework to ensure data integrity with every code change. #DataValidation #CircleCI #CDCPipeline #DataIntegrity #DevOps
Kevin Kimani

Find Sensitive Data at Scale with Data Classification in Unity Catalog

2025-10-27 14:08
Unlock the power of data classification with Unity Catalog! This tool helps organizations automatically detect, tag, and track personally identifiable information (PII) across their data environments. By utilizing AI agents, it eliminates the need for manual tagging and scripts. Stay compliant and secure your sensitive data efficiently! 📊🔍 #DataSecurity #UnityCatalog #AI #DataManagement #SensitiveData

AI agents will succeed because one tool is better than ten

2025-10-27 14:00
AI agents are transforming the tech landscape by offering a single interface for chatting, tool use, and coding. This simplifies workflow and reduces context switching for developers. As companies shift focus from chatbots to AI agents, the emphasis is on enhancing productivity with natural language as an interface. This evolution aims to streamline the multitude of tools developers juggle. Surveys show developers often use multiple tools, leading to wasted time. AI agents could be the...
Ryan Donovan

What’s Next for Developer Teams: How To Prepare Now

2025-10-27 14:00
🌐 The article discusses the evolving landscape for developer teams in the AI era. As AI capabilities increase, technology leaders are questioning how to foster critical-thinking skills that AI cannot replicate. Despite fears of AI replacing developers, research shows 95% of enterprise AI pilots fail to deliver value. The piece highlights the need for new roles: "cognitive architects" and "AI guardians." These positions will focus on system-level thinking and ensuring AI-generated applications...
Emilio Salvador

Kodee’s Kotlin Roundup: Finally Back with News

2025-10-27 13:19
📢 Exciting updates from Kodee’s Kotlin Roundup! In September and October, significant developments include Kotlin 2.2.20 and 2.2.21, featuring new dataflow checks and an overhaul of contracts. Kotlin Multiplatform now promotes WebAssembly to Beta, plus Swift Export is available in KMP projects. Kotlin is also making waves in AI development with the Kotlin AI Stack, enhancing app creation and developer workflows. Lastly, a piece by Marcin Moskała discusses transitioning from Python to Kotlin...
Kodee

Cloud Native and AI: Why Open Source Needs Standards Like MCP

2025-10-27 13:00
The article discusses the importance of open standards like the Model Context Protocol (MCP) as AI and cloud native technologies converge. 🌐 Recent contributions, such as the MCP server for Argo CD, highlight how these standards facilitate integration between AI systems and infrastructure tools. This will streamline operations and reduce manual efforts. 🤖 MCP aims to unify AI interactions with various cloud native environments, fostering collaboration and innovation within the community. 🚀...
Alexander Matyushentsev

David Totten Joins Vercel to Lead Global Field Engineering

2025-10-27 13:00
🚀 Exciting news from Vercel! David Totten is joining as VP of Global Field Engineering. With 20 years of experience in building technical teams, he will oversee Sales Engineering, Developer Success, Professional Services, and Customer Support Engineering. This move aims to enhance how companies translate ideas into impactful outcomes. #Vercel #Leadership #FieldEngineering #TechNews #DavidTotten
Source: Vercel Blog
Jeanne Grosser

How to Connect MCP Servers to Claude Desktop with Docker MCP Toolkit

2025-10-27 13:00
Unlock the potential of Claude Desktop with the Docker MCP Toolkit! 🚀 This integration allows Claude to function as a development partner, executing tasks securely without affecting your local machine. With the Model Context Protocol (MCP), Claude can connect to tools and APIs, enabling actions like container deployment and data analysis. 🛠️ The Docker MCP Toolkit creates a safe environment for these processes, ensuring security and efficiency. Automate tasks that once took hours down to just...
Source: Docker Blog
Ajeet Singh Raina

The tricky science of Internet measurement

2025-10-27 13:00
Measuring the Internet poses unique challenges due to its complex, multi-entity structure. 🌐 Many networks operate independently, creating an opaque environment for measurement. The article discusses the importance of rigorous scientific practices in Internet measurement, highlighting methodology, ethics, and representation. 📊 An example from Cloudflare illustrates how high-quality data can inform our understanding, yet isolated observations without context can lead to misleading conclusions....
Marwan Fayed

Vercel Ship AI 2025 recap

2025-10-27 13:00
🚀 Earlier this year, Vercel introduced the AI Cloud, a platform for creating intelligent systems. At the recent Ship AI event, they unveiled new SDKs, infrastructure, and open source templates. These tools simplify the creation of production-ready agents. Now, you can define, deploy, and manage intelligent workflows seamlessly alongside your apps, making AI development as straightforward as web development. #Vercel #AICloud #Technology #Innovation #Development
Source: Vercel Blog
Dan Fein

The State of Django 2025

2025-10-27 12:05
📊 The Django Developers Survey 2025 reveals insights from over 4,600 developers globally. This annual collaboration highlights the growth and stability of Django, now celebrating its 20th anniversary. ✨ With new features released regularly, the community continues to thrive, supported by the ongoing efforts of Django’s maintainers and the Annual Django Fundraiser. 🛠️ You can also support the Django Software Foundation by purchasing PyCharm Professional with a 30% discount until November 9,...
Will Vincent

Valkey 9.0 Debuts Multidatabase Clustering for Massive-Scale Workloads

2025-10-27 12:00
🚀 Valkey has launched version 9.0, its most significant update since its inception. This release introduces multidatabase clustering, allowing developers to manage separate databases in distributed clusters without sacrificing performance. 🔄 Key features include atomic slot migration for seamless rebalancing and enhanced reliability, especially in enterprise and cloud settings. 🔒 Security enhancements address vulnerabilities in Lua scripting, improving client authentication options. This...
Steven J. Vaughan-Nichols

From Perimeter to SOC: How Integrating Cisco Firewalls with Splunk Delivers End-to-End Threat Visibility and Compliance

2025-10-27 12:00
Organizations face increasing cyber threats and compliance demands. Traditional perimeter defenses are inadequate against modern attacks. 🔒 Integrating Cisco Firewalls with Splunk enhances security operations center (SOC) visibility, enabling better threat detection and compliance readiness. This integration helps manage the vast amounts of log data generated daily, reducing noise and improving alert prioritization. 📊 By connecting telemetry and threat analytics, teams can gain actionable...
Gayathri Nagarajan

Data at Cloudflare scale: some insights on measurement for 1,111 interns

2025-10-27 12:00
Cloudflare plans to hire 1,111 interns by 2026, representing about 25% of its workforce. This initiative will create opportunities for interns to contribute to meaningful projects and gain hands-on experience in data analysis. Despite having vast amounts of data, measurement remains complex due to noise and the challenge of establishing ground truth. Insights from past interns, like Ram Sundara Raman, highlight the importance of applying academic research to real-world problems. Prospective...
Ram Sundara Raman (Guest author)

From .com to .anything: introducing Top-Level Domain (TLD) insights on Cloudflare Radar

2025-10-27 12:00
🌐 Cloudflare Radar has introduced a new Top-Level Domain (TLD) page. This resource offers insights into TLD popularity, traffic, and security. The TLD landscape has evolved significantly since the early 2000s. With over 1,400 entries recognized by ICANN, types now include country code domains and brand-specific TLDs. The new Radar page aggregates data from various Cloudflare services, enhancing user access to domain registration and providing security insights, including metrics on the most...
David Belson

How does Cloudflare’s Speed Test really work?

2025-10-27 12:00
Curious about how Cloudflare measures Internet quality? 🌐 Their speed test focuses on more than just peak bandwidth. It evaluates your connection's real-world performance, including metrics like latency and packet loss, which can impact your online experience. The blog explains the variability in speed tests, such as server locations and testing methodologies, which can affect results. 📊 Cloudflare aims to enhance Internet measurement tools for everyone, promoting a better online experience....
Carlos Rodrigues

Internet measurement, resilience, and transparency: a week of stories from Cloudflare Research and friends

2025-10-27 12:00
🌐 This week, Cloudflare Research is sharing insights on building a more measurable, resilient, and transparent Internet. 📝 Coinciding with the ACM's Internet Measurement Conference, they will explore foundational concepts in Internet measurement, resilience, and cryptography. 🔍 Expect posts on Internet speed testing, connection tampering, and frameworks for assessing Internet resilience. Stay tuned for valuable updates! #Cloudflare #InternetResearch #InternetResilience #Cybersecurity #TechUpdate
Mari Galicer

Making the Internet observable: the evolution of Cloudflare Radar

2025-10-27 12:00
🌐 Cloudflare Radar has significantly evolved since its 2020 launch, enhancing our understanding of Internet security, traffic, and routing. Key components include Radar Internet Insights, Domain Insights, and IP Insights, all aimed at providing deeper visibility into online activities. The platform now offers comprehensive data on security threats, traffic disruptions, and more, while maintaining user-friendly access. With the rise of new protocols and security challenges, Cloudflare Radar is...
David Belson

Table Enhancer’s Evolution: Elevating User Experience from Data Center to Cloud

2025-10-27 12:00
🚀 Exciting developments in Confluence! The article discusses the evolution of the Table Enhancer plugin, designed to improve user experience from Data Center to Cloud. Key features include sorting, total lines, and sticky rows/columns. As Atlassian shifted to Cloud, the plugin faced challenges, leading to a temporary solution that impacted user experience. An automation assistant has been developed to simplify migration for existing users, streamlining the process. With new bodied macro...
kwhite@atlassian.com

MS Agent Framework and Python: Use the Auth0 Token Vault to Call Third-Party APIs

2025-10-27 11:58
🚀 Explore how to build a secure AI-powered help desk application using Python! This article guides you through using the Microsoft Agent Framework, FastAPI, and Auth0 for authentication. You'll learn to connect to the Gmail API for sending email notifications securely. Key prerequisites include Python 3.12+, an OpenAI API key, Google OAuth 2.0 access, and an Auth0 account. #Python #AI #FastAPI #Auth0 #GmailAPI
Source: Auth0 Blog
Andrea Chiarelli

How to Use a Spec-Driven Approach for Coding with AI

2025-10-27 11:07
Unlock the potential of AI coding with a spec-driven approach! 🤖✨ Using Junie, JetBrains' AI agent, developers can tackle complex software features with clarity. Start by defining high-level requirements to guide the agent effectively. This step ensures a shared understanding and sets clear priorities. Next, generate a detailed development plan. Ask Junie to create a plan based on your requirements, allowing for deeper thinking before implementation. This process helps outline the approach...
Anton Arhipov

Multimodal AI at the edge: Deploy vision language models with RamaLama

2025-10-27 07:01
Explore the future of AI with RamaLama! 🌐 This open-source CLI simplifies the deployment of vision language models (VLMs) on edge devices. By leveraging container technology, it eliminates complex dependencies, making it easier for developers to implement AI in real-world scenarios. From real-time object recognition to identifying hazards, VLMs are set to revolutionize industries. Learn how to effectively deploy and manage these models with RamaLama. #AI #MachineLearning #EdgeComputing...
Ravishankar Srinivasan

SDG Hub: Building synthetic data pipelines with modular blocks

2025-10-27 07:01
🌐 The SDG Hub is transforming how we build synthetic data pipelines for large language models (LLMs). It offers an open framework that enables users to create, compose, and scale data generation with reusable blocks. This modular approach replaces one-off scripts, enhancing reproducibility and innovation. Key features include asynchronous execution, monitoring, and custom block extensions. The SDG Hub supports diverse applications, from knowledge tuning to multilingual data generation....
Aditi Saluja, Abhishek Bhandwaldar, Shivchander Sudalairaj

AI accelerator selection for inference: A stage-based framework

2025-10-27 07:01
🚀 As enterprises advance AI from experimentation to production, selecting the right hardware accelerators is essential. This article outlines a stage-based framework for choosing AI accelerators throughout the inference lifecycle, covering five key stages: 1️⃣ Initial Setup 2️⃣ Performance Tuning 3️⃣ Production Deployment 4️⃣ Large Model Serving 5️⃣ Edge Deployment Each stage has unique requirements and challenges that influence hardware choices. Understanding these can help organizations...
Christina Zhang

1Password for Good: Giving back during cybersecurity awareness month

2025-10-27 00:00
🌐 October is Cybersecurity Awareness Month! 1Password has donated $100,000 to six organizations focusing on technology education, digital literacy, and online safety for young people. These initiatives aim to equip the next generation with essential skills for a digital world. The supported organizations include Actua, Childnet, Digital Moment, Mission Bit, Visions of Science, and Team4Tech. Each plays a vital role in empowering youth through STEM and online safety education. Learn more about...
info@1password.com (Kate Gasparrini)

AI can do what now?! Accelerating SIEM migration

2025-10-27 00:00
🚀 SIEM migration can be a challenging process for security teams, often requiring manual work that distracts from active defense. In a recent discussion, Haran Kumar from Elastic highlighted how AI, particularly large language models, can streamline this process. By automating the transfer of detection rules, teams can move from legacy systems in minutes instead of months. This advancement helps improve efficiency and reduces errors during migration. #SIEM #CyberSecurity #AI #Automation...
Source: Elastic Blog
Elastic Security Team