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Thursday, January 29, 2026

Scaling Code Reviews: Adapting to a Surge in AI-Generated Code

2026-01-29 16:04
🚀 The article "Scaling Code Reviews: Adapting to a Surge in AI-Generated Code" highlights how Salesforce Engineering is addressing challenges in code review processes due to AI tools. As AI-assisted coding increases code volume by 30%, traditional review methods struggle to keep up. Large pull requests often lead to superficial reviews, risking code quality and trust. Salesforce responds by re-architecting the review system with Prizm, aiming to preserve developer intent and maintain...
Scott Nyberg

Cisco Compute Solutions and Red Hat Ansible Supercharge Infrastructure Management

2026-01-29 16:00
🚀 Cisco and Red Hat are enhancing infrastructure management through their integration with Ansible. IT teams can now automate tasks that previously took hours, completing them in just minutes. The new Cisco Validated Design (CVD) and expanded Ansible Collections provide standardized architectures for efficient deployment. This collaboration addresses issues like inconsistent configurations and security vulnerabilities, improving compliance and resource provisioning. #Cisco #RedHat #Ansible...
Chris O'Brien

The leadership effect: How a single demo nearly doubled AI usage

2026-01-29 15:51
A recent article highlights a significant increase in AI usage following a live demo by Sherif Mansour, Atlassian’s Head of AI. During an in-person team gathering in Sydney, his demo of the “Aussie Lingo Buddy” captivated the 180-member People Team, resulting in a nearly 90% spike in Rovo usage. The findings suggest that leadership plays a crucial role in fostering AI adoption. Teams led by managers who actively demonstrate AI tools are more likely to integrate them into their daily work....
ckehayas@atlassian.com

ReSharper and Rider 2025.3.2 Updates Out Now!

2026-01-29 15:44
🚀 Exciting news for developers! The latest updates for ReSharper, Rider, and .NET tools version 2025.3 are now available. Key features include Agent Client Protocol (ACP) support, allowing users to install AI agents from a curated registry directly in the AI Chat tool. Notable fixes improve navigation, project builds, and Hot Reload functionality across various projects. For more details, check out the blog post! #ReSharper #Rider #DotNet #SoftwareUpdates #DevTools
Sasha Ivanova

How Palantir AIP Accelerates Data Migration

2026-01-29 15:21
🚀 Palantir AIP revolutionizes enterprise data migration by enhancing coordination and efficiency. Traditional migrations often create silos, leading to costly delays. With its contextual architecture, Palantir AIP enables real-time adjustments and continuous validation, significantly reducing migration time and costs. The result? Migrations that typically take years can now be achieved in months, allowing organizations to retire legacy systems and implement new workflows quickly....
Palantir

Deploy an enterprise RAG chatbot with Red Hat OpenShift AI

2026-01-29 15:01
🚀 Deploying an enterprise RAG chatbot with Red Hat OpenShift AI can enhance productivity by efficiently managing unstructured information. RAG connects LLM responses to a company’s knowledge base, ensuring accurate answers. This guide outlines the RAG quickstart, focusing on safe deployment, automated data ingestion, and scalable architecture. It supports multi-tenancy for various departments, ensuring data privacy and compliance. Explore how to set up this system and improve your...
Saurabh Agarwal

Are you learning with AI? We want to know about it!

2026-01-29 15:00
📊 Are you using AI to learn coding? Stack Overflow wants your insights! They're conducting a survey to explore how AI tools influence the learning process for developers. Recent data shows an increase in AI usage for coding education, rising from 37% in 2024 to 44% in 2025. The survey aims to understand the impact of AI on learning quality and whether it serves as a replacement or a complement to traditional resources. Share your experiences and help shape the conversation! #LearningWithAI...
Erin Yepis, Ryan Donovan

How Uber Scaled Data Replication to Move Petabytes Every Day

2026-01-29 14:30
Uber is focused on maintaining a reliable data lake that spans both on-premise and cloud environments. 🌐 This distributed setup faces challenges like limited bandwidth and the need for quick data access, especially for disaster recovery. To address these issues, Uber employs the Hive Sync service and Apache Hadoop® Distcp for data replication. As their Data Lake grows to over 350 PB, they've optimized Distcp to enhance performance, ensuring effective data replication and disaster recovery. 🔄...

Introducing Moltworker: a self-hosted personal AI agent, minus the minis

2026-01-29 14:00
Introducing Moltworker! 🚀 This new middleware allows users to self-host Moltbot, an open-source AI personal assistant, on Cloudflare's Sandbox SDK without needing extra hardware. Moltbot can manage tasks like finances and social media directly through messaging apps. With improved Node.js compatibility in Cloudflare Workers, building tools has become easier and more efficient. Explore the potential of AI with Moltworker! 🤖✨ #Moltworker #AI #Cloudflare #TechInnovation #SelfHosted
Andreas Jansson

AI search framework that teaches AI models to think like experts

2026-01-29 13:00
🚀 The Cisco Foundation AI has introduced a new search framework aimed at improving information retrieval for researchers and security professionals. Current search methods often fall short, especially for complex topics, leading to inefficient query reformulation. Traditional engines typically operate on a one-time query basis, which can be frustrating. The new adaptive approach allows models to learn and search iteratively, mimicking human investigative methods. This innovation includes...
Supriti Vijay

Foundation-sec-8B-Reasoning: The First Open-weight Security Reasoning Model

2026-01-29 13:00
🚀 Cisco Foundation AI has launched the Foundation-sec-8B-Reasoning model, the first open-weight security reasoning model. This 8-billion-parameter tool enhances AI-driven cybersecurity by introducing structured reasoning capabilities, helping analysts tackle complex security challenges. It explains the "what" and "why" behind its recommendations, fostering trust in AI decision-making. Available on Hugging Face, it supports various security tasks like threat modeling and risk evaluation....
Yaron Singer

Introducing The PEAK Threat Hunting Assistant: Agentic AI to Supercharge Your Hunt

2026-01-29 13:00
🚀 Introducing the PEAK Threat Hunting Assistant by Cisco Foundation AI! This innovative open-source tool aims to streamline the threat hunting process, addressing the challenges of time and resource constraints faced by security teams. It enhances the research and planning phases crucial for effective threat detection. The PEAK framework emphasizes a structured approach with three phases: Prepare, Execute, and Act. This new tool supports hunters in efficiently researching threat actor...
David Bianco

Digital lifelines: How Cisco and Piramal Swasthya are reimagining healthcare in rural India

2026-01-29 13:00
🌍 In rural Assam, India, Cisco and Piramal Swasthya are transforming healthcare with Project Niramay. This initiative connects remote clinics to specialists, improving access to quality care for underserved communities. Digital tools like video conferencing and secure connectivity are vital for this change. Together, they aim to redefine healthcare delivery in challenging terrains. #HealthcareInnovation #DigitalHealth #RuralHealthcare #Cisco #PiramalSwasthya
Rohini Kamath

Cisco Foundation AI Advances Agentic Security Systems for the AI Era

2026-01-29 13:00
🚀 Cisco Foundation AI is advancing agentic security systems tailored for the AI era. As AI becomes more autonomous in enterprises, securing these systems is crucial. Cisco's innovations, like the Foundation-sec-8B-Reasoning model and PEAK Threat Hunting Assistant, enhance cybersecurity operations. These solutions ensure that AI supports security without compromising trust and safety. #CyberSecurity #AI #CiscoFoundation #AgenticSecurity #TechInnovation
Yaron Singer

Introducing Moltbot on DigitalOcean: One-Click Deploy, Security-hardened, Production-Ready Agentic AI

2026-01-29 13:00
🚀 Exciting news for developers! DigitalOcean has launched a 1-Click deployment for Moltbot on Droplet® servers, allowing for faster, secure, and always-on agentic AI in the cloud. This deployment addresses key challenges like agent access security, execution isolation, and credential protection. Moltbot is built for continuous use and supports a smooth transition from local experimentation to production environments. 🔒 Key features include container-based isolation, default authentication,...
DigitalOcean

Game Dev in 2025: Excerpts From the State of Game Development Report

2026-01-29 10:00
🚀 The State of Game Development 2025 report highlights key trends in the industry. Many developers report job security concerns, with over half experiencing layoffs. Studios may need to rethink their hiring and retention strategies. 🎮 Unity remains the top engine, but Godot is gaining traction among indies. Mobile and desktop platforms are the primary focus, particularly Android. AI adoption is on the rise, with tools like ChatGPT and JetBrains AI Assistant becoming essential in workflows....
Anna Ruban

Transform Kiali with OpenShift Lightspeed and Kubernetes MCP

2026-01-29 08:01
Transform your Kiali experience with OpenShift Lightspeed! 🌐 This article explores integrating the Kiali Model Context Protocol (Kubernetes MCP) server into Red Hat OpenShift Lightspeed. This setup equips the OpenShift Lightspeed AI with visibility into your service mesh, enhancing troubleshooting and configuration. Key steps include setting up your OpenShift cluster, deploying the MCP server, and configuring it to interact with OpenShift Lightspeed. Users can then query their mesh directly...
Alberto Gutierrez

Auto-registration v2: Easier management of Red Hat Enterprise Linux on AWS

2026-01-29 03:01
🚀 Red Hat has upgraded its Auto-registration to version 2 for RHEL on AWS Marketplace, enhancing user experience. Key updates include: - **Anonymous Registration**: Users can now launch RHEL instances without linking a Red Hat account. - **Simplified Claiming**: Easily connect AWS and Red Hat accounts post-purchase for seamless system management. - **Direct CDN Access**: RHEL now defaults to the Red Hat CDN for faster updates and patches. Experience smoother onboarding and consistent access...
Frank Liang

How Atlassian cut PR cycle time by 45% with AI code reviews

2026-01-29 00:25
Atlassian faced a challenge with their PR cycle, which averaged over 3 days. Engineers often waited 18 hours for initial review comments, leading to inefficiencies. To address this, they introduced Rovo Dev, an AI developer agent. This tool offers instant feedback on code quality, enforces engineering standards, and ensures PRs meet acceptance criteria by linking to Jira work items. Since implementing Rovo Dev in early 2025, Atlassian has reduced PR cycle time by 45%, enhancing efficiency and...
Jovana Dunisijevic

Cursor at Grab: Adoption and impact

2026-01-29 00:23
🚀 Grab has rapidly adopted the AI tool, Cursor, which has significantly enhanced software development across teams. With a multi-tool strategy, 98% of tech Grabbers are now active users, with suggestions being accepted at a remarkable 50%. This surpasses industry norms and shows effective integration into daily workflows. Cursor is not just for engineers; non-technical teams are also benefiting, streamlining their work processes. Stay tuned for more insights on productivity impacts! 📈💻 #AI...
Source: Grab Tech

Agent Runners improvements

2026-01-29 00:00
🚀 Exciting updates for Agent Runners users on Credit-based pricing plans! You can now share direct links to agent runs, making collaboration easier. 📎 Agent Runners also supports static projects without build steps, a feature previously unavailable. Additionally, the diff view performance has improved, loading the first 50 changed files efficiently. Feel free to share your feedback through the form on the Agent Runners docs page. #AgentRunners #Netlify #WebDevelopment #ProductUpdates
Source: Netlify Blog

Beyond the Chatbot: A Blueprint for Trustable AI

2026-01-29 00:00
At Thunderhill Raceway Park, a team of Google Developer Experts tested a new "Trustable AI Framework" during high-speed racing. 🏎️💨 They aimed to provide real-time guidance to drivers, minimizing the risk of AI errors. Using the Antigravity framework, they reduced a three-month development cycle to just two weeks. 🛠️ The project also highlighted a "Split-Brain" architecture to effectively manage reflexes and strategy. #AI #Racing #Innovation #TrustableAI #GoogleDevelopers

Ingress NGINX: Statement from the Kubernetes Steering and Security Response Committees

2026-01-29 00:00
🚨 Important Update for Kubernetes Users 🚨 Kubernetes will retire Ingress NGINX in March 2026. This affects about 50% of cloud-native environments. After retirement, there will be no updates or security patches, leaving users vulnerable to attacks. Now is the time to check if you rely on Ingress NGINX and plan your migration to alternatives like Gateway API or other third-party controllers. Don't wait until it's too late! 🛡️ #Kubernetes #IngressNGINX #CloudNative #Security #Migration

Introducing Daggr: Chain apps programmatically, inspect visually

2026-01-29 00:00
🚀 Exciting news in AI development! Daggr is a new open-source Python library designed to build AI workflows. It seamlessly connects Gradio apps, ML models, and custom functions. Users can visually inspect intermediate outputs and manage complex pipelines with just a few lines of code. 🖥️ Explore the future of AI application development! #AI #MachineLearning #Python #OpenSource #Daggr

Introducing the PlanetScale MCP server

2026-01-29 00:00
🚀 Introducing the PlanetScale MCP server! This new tool connects AI applications like Claude and Cursor directly to your PlanetScale database. It enhances schema optimization, query debugging, and app performance monitoring. Key features include: - Configurable access permissions - Built-in safeguards for query execution - Tools for insights, organization, and database management 🔍 Explore how the MCP server can improve your database experience. #PlanetScale #DatabaseManagement #AITools...
Mike Coutermarsh

LABYRINTH CHOLLIMA Evolves into Three Adversaries

2026-01-29 00:00
LABYRINTH CHOLLIMA has now split into three distinct adversaries: GOLDEN CHOLLIMA, PRESSURE CHOLLIMA, and the core LABYRINTH CHOLLIMA group. GOLDEN and PRESSURE CHOLLIMA focus on targeting cryptocurrency entities, while the core group remains dedicated to espionage against industrial, logistics, and defense sectors. Each subgroup operates independently but utilizes shared tools, highlighting centralized coordination within the DPRK cyber ecosystem. This evolution reflects a significant shift...
Rob Bruner

Put a pin in it

2026-01-29 00:00
📌 Signal's latest update introduces a pinning feature for important messages in chats! Users can now pin up to 3 messages in both 1-1 and group conversations, making it easier to keep track of key information like dinner plans or itineraries. Admins can manage who can pin messages, and pinned items can stay for 24 hours to forever. Join the Signal beta program to test new features and provide feedback! #SignalUpdate #MessagingApp #TechNews #PinnedMessages #ChatFeatures
Source: Signal Blog

Railway Runs Open Source, Now We're Funding It

2026-01-29 00:00
Railway is enhancing its commitment to open source by funding the tools our community uses daily. With the Open Source Pledge, they aim to support maintainers financially. 💰 In just one quarter, $100,000 will be distributed to essential projects like Tailwind and FastAPI. This initiative not only benefits developers but also encourages seamless deployments on Railway. 🚀 By fostering a system where maintainers earn from their contributions, Railway strengthens the open source ecosystem....
Source: Railway Blog

Scaling Identity: Why You Need Auth0 Configuration Automation

2026-01-29 00:00
🚀 Transitioning to automation in identity management can streamline processes and reduce errors. This article highlights the advantages of using Auth0 configuration automation. It emphasizes consistency across environments, version control, and faster deployments. Automation enhances security and can scale with your organization’s growth. Explore how DevOps practices transform Auth0 management! 🔒💻 #Auth0 #DevOps #Automation #IdentityManagement #ConfigurationManagement
Source: Auth0 Blog
Daniel Krzyczkowski

Webflow's next-gen CMS: Now available for Enterprise

2026-01-29 00:00
Webflow's Enterprise sites have transitioned to a new CMS architecture. This upgrade enhances content scale, offers richer data models, and provides increased design flexibility. These developments aim to improve user experience and capabilities for enterprise-level projects. 🌐📈💻 #Webflow #CMS #Enterprise #WebDesign #TechUpdate
Source: Webflow Blog

Why partnerships matter: Ways GlobalLink collaborations simplify multilingual content delivery

2026-01-29 00:00
GlobalLink for Webflow streamlines multilingual content delivery through effective partnerships. 🤝 These collaborations enhance efficiency and foster innovation, making it easier to manage global content. Explore how integrating GlobalLink can benefit your multilingual strategies. 🌍✨ #GlobalLink #MultilingualContent #Partnerships #Webflow #ContentDelivery
Source: Webflow Blog

Wednesday, January 28, 2026

Personal AI Agents like Moltbot Are a Security Nightmare

2026-01-28 23:37
🚨 Personal AI agents like Moltbot are gaining popularity for their ability to automate daily tasks through messaging apps. However, this convenience comes with serious security concerns. Moltbot can execute scripts and commands on users' devices, raising risks if misconfigured. Reports indicate it has already leaked sensitive API keys. Understanding both the benefits and the security implications is crucial. #Moltbot #AI #Cybersecurity #TechRisks #PersonalAssistant
Amy Chang

Personal AI Agents like OpenClaw Are a Security Nightmare

2026-01-28 23:37
🚨 OpenClaw, a viral personal AI assistant, offers impressive capabilities like task automation and memory retention. However, its security risks raise concerns. Key issues include: 🔒 High-level privileges that can lead to harmful actions if misconfigured. 🔑 Reports of leaked API keys and credentials due to vulnerabilities. Stay informed about the potential risks of using such technology. #AI #CyberSecurity #OpenClaw #TechNews #Innovation
Amy Chang

Ads Candidate Generation using Behavioral Sequence Modeling

2026-01-28 23:01
Pinterest is enhancing ad relevance through Behavioral Sequence Modeling. This approach uses historical user behavior to predict future interactions with advertisers. The model focuses on personalizing ad candidates by analyzing user actions like views and purchases. Key metrics such as Recall@K help evaluate performance, showing significant improvements in conversion and cost efficiency since launch. Exciting advancements are also underway to predict specific product interactions for a more...
Pinterest Engineering

Software-defined Success: Audi’s Production Lines Enter a New Era with Cisco

2026-01-28 22:34
🚗 Audi is pioneering smart manufacturing with its Edge Cloud for Production (EC4P) project in collaboration with Cisco. This initiative transforms traditional assembly lines into software-defined factories, enhancing agility and reducing complexity. The innovative architecture allows for rapid software updates and reconfiguration, achieving real-time control with minimal latency. Congratulations to Audi on this industry-first milestone! 🎉 #SmartManufacturing #Audi #Cisco #Innovation #Industry40
Samuel Pasquier

[Open beta] Introducing Tests in Bitbucket Pipelines

2026-01-28 22:03
🚀 Exciting news for developers! Bitbucket Pipelines has launched an open beta for its new Tests feature. This tool helps teams manage and optimize tests directly within their repositories. Key features include tracking test health over time, viewing execution history, and identifying flaky tests. You can also automatically skip these tests to keep builds efficient. Visit the Tests tab in your Bitbucket repository to get started! #BitbucketPipelines #SoftwareDevelopment #TestingTools #DevOps...
Edmund Munday

Forge app implementation patterns

2026-01-28 19:43
🚀 In the latest post on Forge app implementation patterns, key coding strategies are shared for building efficient apps. 🔄 **Code Sharing**: A simple method is suggested for synchronizing code between different areas, using a shell script to manage shared utility code. ⚙️ **Configuration Distribution**: The article emphasizes the importance of loading configuration information at the start of each activity, ensuring efficiency in API calls with Jira. For developers looking to enhance their...
Dugald Morrow

Mastra empowers web devs to build AI agents in TypeScript

2026-01-28 19:00
🚀 Mastra has launched a new open-source AI framework that allows web developers to create AI agents using TypeScript instead of Python. According to co-creator Sam Bhagwat, this shift enables developers who are more familiar with JavaScript to build applications more easily. TypeScript is becoming the preferred language for web app development, offering better integration for frontend and backend development. AI agents are changing our interaction with technology, moving us toward more...
Loraine Lawson

Kubernetes telemetry feature fully compromises clusters

2026-01-28 18:30
Kubernetes admins face a significant challenge with a newly discovered vulnerability. 🔍 Security researcher Graham Helton revealed that users with read-only permissions can execute arbitrary commands on any pod in a cluster. This issue arises from the nodes/proxy GET resource used by monitoring tools, which grants access to privileged commands. Helton's findings show that 69 tools rely on this permission, which is considered intended behavior, not a bug. The recommended solution is to...
Joab Jackson

Diagnosing instability in production-scale agent reinforcement learning

2026-01-28 18:07
🚀 Hugging Face has integrated the Post-Training Toolkit into TRL, enhancing diagnostics for production-scale reinforcement learning (RL) systems. This integration allows for better monitoring and control in long-running agent systems. It helps identify late-phase instability that can develop gradually, often going unnoticed until recovery options are limited. 📈 The article discusses a specific issue with tool-using agents trained using on-policy methods, revealing that traditional metrics can...
Aditya Challapally