🔐 Cybersecurity [11-Feb-2026]

  Cybersecurity

Threat Intelligence & Incident Response

• The Red Report 2026: Digital Parasite Evolution (Feb 10, 2026) - The Red Report 2026 reveals credential theft from password stores (T1555) appears in nearly 1 in 4 attacks (23.49%), making it the #1 initial compromise vector. Source: The Hacker News

• European Commission Mobile Device Management Breach (Feb 10, 2026) - European Commission investigating mobile device management breach exposing staff data amid coordinated attacks across European institutions. Source: eSecurity Planet

Network Security

• BeyondTrust Patches Critical RCE Vulnerability (Feb 10, 2026) - BeyondTrust releases critical security patch for unauthenticated remote code execution vulnerability in RS and PRA affecting enterprise access management. Source: SecurityWeek

Data Security & Cybersecurity Trends

• 2026 Data Breaches: Cybersecurity Incidents Report - Monthly analysis of 2026 data breaches revealing scale, exposed data, breach causes, and critical lessons for data protection strategies. Source: PKWARE

• Cybersecurity Trends 2026: AI-Powered Defense Strategies - Global average data breach cost reaches $4.9M (10% increase from 2024), with ransomware and extortion breaches averaging $5.08M. Source: SPTel

• Singapore Confirms UNC3886 Espionage Campaign Against Telecom Sector - Singapore confirms targeted espionage campaign against telecommunications infrastructure with major government response initiated. Source: Industrial Cyber

⚙️ DevOps / MLOps / AIOps [11-Feb-2026]

 DevOps / MLOps / AIOps

Container & Orchestration

• Top 10 Enterprise Kubernetes Management Tools 2026 (Feb 10, 2026) - Comprehensive guide comparing enterprise Kubernetes management platforms including Qovery, Red Hat OpenShift, Rancher, VMware Tanzu, and Rafay for multi-cluster fleet management. Source: Qovery

• Dragonfly v2.4.0 Released (Feb 5, 2026) - CNCF announces new Dragonfly release focusing on improved updates and chained upgrades for container distribution and orchestration. Source: CNCF

MLOps Platforms

• Kubeflow Katib: Build End-to-End MLOps Pipeline (Feb 9, 2026) - Latest guide on building complete MLOps pipelines with Kubeflow Katib for automated hyperparameter tuning, neural architecture search, and model optimization on Kubernetes. Source: Oneuptime

DevOps Best Practices

• From DevOps to MLOps: Evolution & Integration - In-depth exploration of how MLOps extends DevOps principles specifically for machine learning system production management. Source: Medium

🤖 AI Tools and Technologies [11-Feb-2026]

 AI Tools and Technologies

Generative AI & LLMs

• MIT Technology Review: The Download - Making AI Work (Feb 10, 2026) - MIT's new "Making AI Work" newsletter examines real-world AI applications in healthcare, focusing on how Microsoft Copilot is transforming medical note-taking practices at Vanderbilt University Medical Center. Source: MIT Technology Review

• Open-Source AI Tool Beats Giant LLMs in Literature Reviews - Researchers have developed an open-source AI tool that outperforms major commercial LLMs in literature review accuracy and citation verification while being significantly more cost-effective. Source: Nature

AI Chatbot/Agents Tools

• Oracle Announces New Role-Based AI Agents for Enterprise CX (Feb 10, 2026) - Oracle unveiled AI agents embedded in Fusion Cloud Applications for marketing, sales, and service operations, including agents for program planning, copywriting, quote generation, and customer self-service. Source: Oracle

• RovoCon SF 2026: Atlassian Launches New AI Agents for Jira - Atlassian's Rovo AI agents now automate Jira tasks and provide intelligent intent understanding for technical teams. Source: Atlassian

• EZY.ai Launches Affordable AI Search Solution (Feb 10, 2026) - New AI search platform targets enterprises struggling with high costs of AI chatbot deployments while maintaining quality performance. Source: Yahoo Finance

AI Video/Audio/Media Creation

• ByteDance Launches Seedance 2.0 - Next-Gen AI Video Model (Feb 10, 2026) - ByteDance's Seedance 2.0 supports 2K resolution output and generates content 30% faster than the previous version, advancing enterprise video generation capabilities. Source: China Daily

• InfiniMind: Ex-Googlers Building Video Data Infrastructure (Feb 9, 2026) - Founded by former Google Japan leaders, InfiniMind is creating enterprise AI to transform massive video archives into searchable, actionable business intelligence. Source: TechCrunch

• AI Music Video Creation Guide 2026 - Comprehensive guide to modern AI music video generators now serving as essential tools for independent musicians and marketing teams. Source: Vocal Media

AI Governance & Regulations

• SAS: AI Governance Will Separate Winners From Losers in 2026 - AI governance regulations including EU AI Act compliance (with fines up to 7% of global annual turnover) are becoming critical competitive differentiators for enterprises. Source: AI Magazine

• IT Rules 2026: India Expands AI Regulation (Feb 10, 2026) - India's new IT Rules 2026 mandate clear labeling of all AI-generated content, from news anchors to social media influencers, to combat deepfakes and misinformation. Source: CNN News18

🔐 Cybersecurity [10-Feb-2026]

 

Cybersecurity

Threat Intelligence & Incident Response

•  Weekly Recap: AI Skill Malware, 31Tbps DDoS, Notepad++ Hack, LLM Backdoors - Comprehensive weekly cyber recap covering AI risks, supply-chain attacks, major breaches, DDoS spikes, and critical vulnerabilities security teams must track. Source: The Hacker News

• 9th February – Threat Intelligence Report - Check Point Research reports: DDoS attacks surged 105%, data breaches and leaks rose 73%, and ransomware incidents reached 451 cases. Key attacks on Romania's Conpet oil pipeline, La Sapienza University in Rome, and European Commission. Source: Check Point Research

• From Fileless Attacks to Identity Abuse: The Hard Truth About Ransomware in 2026 - Ransomware in 2026 is faster, stealthier, and identity-driven. Prevention-first security becomes critical. Source: Morphisec

• European Commission Investigating Cyberattack - The European Commission says hackers breached mobile device management systems and likely accessed staff information. Source: SecurityWeek

Data Security

• Bondu AI Plush Toy Exposed Thousands of Private Chats with Children - An AI plush toy maker's exposed web console allowed access to 50,000 chat transcripts with children, revealing sensitive personal information until researchers reported the vulnerability. Source: Check Point Research

• DockerDash Vulnerability in Docker's AI Assistant - Ask Gordon, Docker's AI assistant, was affected by a critical vulnerability allowing remote code execution and data exfiltration through malicious Docker image metadata. Source: Check Point Research

Cybersecurity Tools & Platforms

• Cybersecurity Threats in the Age of AI - World Economic Forum's 2026 outlook reveals escalating cybersecurity threats including AI cyber attacks, fraud epidemic, and supply chain risks. Source: The Daily Star

⚙️ DevOps / MLOps / AIOps [10-Feb-2026]

 

DevOps / MLOps / AIOps

DevOps Tools & Platforms

• How Intelligent Orchestration Drives Business Outcomes - Opsera announced new advanced reasoning AI and autonomous remediation capabilities for Agentic DevOps, while Kong introduced MCP Registry. Source: DevOps Digest

• DevOps Today Goes Beyond CI/CD - Modern DevOps now focuses on automating intelligent pipelines, streamlining deployments, and leveraging AI-driven tools for system reliability. Source: Instagram

Container & Orchestration

• How to Migrate from Docker Swarm to Kubernetes - Practical step-by-step guide for migrating workloads from Docker Swarm to Kubernetes with coverage of services, networks, volumes, and secrets. Source: Oneuptime

• Kubernetes in Docker (KinD): Setting Up a k8s Cluster in Under a Minute - Explore the evolution of Kubernetes management with KinD for simplified deployment and testing. Source: Cloud Native Now

Infrastructure & Cloud

• Scaling AI Inference: Why Your Next .NET Microservice Needs Kubernetes and ONNX - Containerization of AI agents requires sophisticated orchestration of model artifacts, not just wrapping scripts in Docker containers. Source: Dev.to

🤖 AI Tools and Technologies [10-Feb-2026]

 

AI Tools and Technologies

Generative AI & LLMs

• ByteDance's Seedance 2.0 Sparks Stock Rally in China's AI Video Battle - ByteDance's latest AI video creation model Seedance 2.0 delivers cinematic realism with multimodal input supporting text, image, audio and video. The beta release impressed early adopters with lifelike character generation and smooth camera control. Source: South China Morning Post

• Study: Platforms that Rank the Latest LLMs Can Be Unreliable - Research from MIT reveals that popular LLM ranking platforms can be skewed by just a few data points, potentially providing unreliable reports about which LLM performs best. Source: MIT News

• Research Reveals Which Popular Generative AI Chatbots Lie - Researchers introduced a new audit framework to stress-test how well LLMs stick to the truth when faced with conversational pressure. Source: Rochester Institute of Technology

AI Video/Audio/Media Creation

• AI Tools for Video Creators: Features That Actually Matter - Comprehensive analysis of AI video creation tools, examining which features actually deliver value for video creators versus marketing hype. Source: Digital Journal

• Voice Generation Tools Changing Gaming, Animation, and Content Creation - Voice generation tools are revolutionizing content creation beyond simple replacement, becoming a new medium for shaping creative outcomes. Source: Nerdbot

• ShengShu's Vidu Pushes AI Video Into Production with Q3 and Q2 Pro Models - Vidu Q3 supports up to 16 seconds of native multilingual audio-video output with 1080p resolution and precise lip sync. Source: TipRanks

AI Chatbot/Agents Tools

• Telnyx Introduces ClawdTalk, Giving AI Agents a Voice - Telnyx unveiled ClawdTalk, demonstrating that execution infrastructure, not intelligence, is what holds AI agents back in real-world deployment. The platform enables voice interface for AI agents with sub-second latency over public phone networks. Source: GlobeNewswire

• In 2026, I Stopped "Working Hard" — These 7 AI Agents Started Working for Me - Practical exploration of how AI agents are automating workflows and delivering results without extending work hours. Source: Medium

• The 2026 Guide to AI Chatbots: From Tools to Intelligent Assistants - Comprehensive comparison of ChatGPT, Gemini, Claude, Copilot, and other leading AI chatbot platforms for 2026. Source: Skywork

AI Safety & Ethics

• International AI Safety Report: AI Agents Aren't Fully Autonomous - Latest AI safety report confirms that AI agents cannot independently plan and execute end-to-end cyberattacks without human guidance, providing reassurance on AI safety. Source: Cybersecurity Asia

🔐 Cybersecurity [09-Feb-2026]

 

Cybersecurity

Threat Intelligence & Incident Response

BridgePay Network Solutions Disrupted by Major Ransomware Attack - Payment processing platform suffered critical ransomware incident affecting BridgeComm, PayGuardian Cloud API, and hosted payment pages. Initial forensics show no payment card data compromised, though files were encrypted. FBI and U.S. Secret Service engaged. Source: PurpleOps Daily Ransomware Report The_Gentelman Ransomware Group Extremely Active - 14 Victims in 24 Hours - Dominant ransomware group accounted for majority of victim disclosures on February 7, 2026. Professional Services sector and United States remain primary targets across all active groups. Source: PurpleOps

Vulnerability Management

Fancy Bear Exploiting CVE-2026-21509 Microsoft Office Vulnerability - Russian state-sponsored APT 28 (Fancy Bear) actively exploiting Microsoft Office vulnerability CVE-2026-21509 for targeted attacks. Critical patch and monitoring recommended. Source: Help Net Security 

GARAK 2026: NVIDIA's Open-Source LLM Vulnerability Scanner - NVIDIA's AI Red Team released Garak for probing large language models, testing for prompt injection, jailbreaks, and data exfiltration risks in production LLM systems. Source: AppSecSanta