Welcome to Omer’s Tech Blog — your source for hands-on guides, best practices, and hard-won lessons on AI/ML deployment, Kubernetes & container orchestration, AWS, Docker, MLOps, and scalable cloud engineering.
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Critical Security Flaws in Anthropic’s Claude Code Expose Users to Remote Code Execution Cybersecurity researchers have discovered critical security vulnerabilities in Anthropic’s AI-powered coding assistant, Claude Code. The identified flaws could potentially allow for remote code execution (RCE) and the theft of sensitive API credentials. These vulnerabilities reside in configuration mechanisms like Hooks and Model Context Protocol (MCP) servers. If exploited, an attacker could execute arbitrary shell commands and exfiltrate Anthropic API keys when a developer clones and opens an untrusted repository. One significant issue is a code injection vulnerability that bypasses user consent when initializing Claude Code in a new project directory. ...
I spend most of my day in the terminal, jumping between projects, searching files, managing windows, and pasting snippets across apps. macOS Spotlight never kept up. I needed something faster, smarter, and extensible. Raycast replaced Spotlight on my Mac over a year ago. Since then it’s also replaced my clipboard manager, window manager, snippet expander, and emoji picker. This is my honest Raycast review after using it daily as a developer. ...
AI & Machine Learning: Google’s Nano Banana 2 and Anthropic’s Policy Shift Today’s top stories in AI and Machine Learning include Google DeepMind’s launch of Nano Banana 2, a new image generation model; a significant shift in AI safety policy at Anthropic; and a growing market trend towards the adoption of AI agents, with major implications for the tech industry. Sources: The Motley Fool South Korea Greenlights Autonomous Driving Tech Export to UAE Autonomous A2Z has received the first-ever approval for the export of national core autonomous driving technology from South Korea to the United Arab Emirates. This development is a follow-up to a future industry cooperation agreement signed between the two nations. A2G, a joint venture between Autonomous A2Z and the UAE’s AI and space tech company Space42, will now deploy its Level 4 autonomous vehicle, “ROii,” in the UAE. The partnership aims to expand autonomous vehicle production and AI mobility businesses throughout the Middle East. ...
Biotech’s ‘Builder’ Phase: AI Integration Drives R&D Transformation The biotech industry is shifting from standalone artificial intelligence tools to developing fully integrated, AI-native discovery systems. According to the 2026 Biotech AI Report from Benchling, this new “builder” phase sees organizations reshaping their data infrastructure and company structures to make AI a core component of their research and development models. A common trend is to embed AI leadership directly within R&D to ensure technology remains connected to the experimental context. However, the report highlights that poor data quality and availability are the top reasons for the failure of AI pilot projects. These infrastructure issues are creating a significant bottleneck for AI adoption in more complex areas like generative design and biomarker analysis. ...
Looper Robotics Launches Insight9: The First Autonomous Spatial AI Camera for Robots Looper Robotics is set to launch the Insight9, which it describes as the world’s first Autonomous Spatial AI Camera, developed by DeepMirror. The company aims to shift the industry’s focus from “stunt robotics” to the fundamental infrastructure of physical AI by providing a standardized solution for robotic perception. The Insight9 camera is part of an integrated system that includes the TinyNav neural navigation library and the RoboSpatial toolchain. In addition to the camera, Looper Robotics has introduced two new robot models, NOMAD and RANGER, which are built on the Unitree Robotics platform and come pre-integrated with Looper’s spatial intelligence solutions. These products are scheduled for mass production in the second quarter of 2026. ...
Telefónica and Nokia Pioneer New AI-Agent API Monetization Models Telefónica is exploring how agentic AI can shift revenue models for network APIs away from traditional per-call pricing. In a collaboration with Nokia, Telefónica has been testing AI software agents to support network API use as part of the GSMA Open Gateway initiative. A key application, showcased with Mavenir, is a ‘No-Show Prediction’ agent designed to forecast attendance and trigger interventions, reducing missed appointments in sectors like healthcare and retail. According to Telefónica’s Alex Harmand, other monetizable use cases include identity orchestration, context-aware risk scoring for payments, and network quality optimization for enterprise clients. ...
Robotics & Autonomous Vehicles Autonomous Vehicles Set for Breakout Year in 2026 The autonomous vehicle industry is poised for a significant turning point in 2026, with analysts projecting the global fleet to grow tenfold by 2030. This rapid expansion is fueled by AI advancements that are successfully reducing deployment costs and timelines. Companies like Waymo are expanding services to new cities, and the global robotaxi market is expected to surpass 100,000 vehicles. The growth of autonomous electric vehicles (AEVs) will also demand major investments in charging infrastructure and data centers. European hubs like London are becoming key testing grounds for new autonomous vehicle pilots from international firms. ...
AI & Machine Learning: Quantum Breakthroughs, Marketing Shifts, and Physics-Informed AI This week in AI and Machine Learning, researchers at the Niels Bohr Institute have developed a method to track the real-time fluctuations of qubits, a significant step towards more stable quantum computers. In the business world, Coca-Cola is increasingly turning to AI to inform its marketing strategies, moving from a price-focused approach to one of persuasion. Meanwhile, a new AI algorithm from EPFL incorporates Newton’s third law to ensure physical simulations remain stable and accurate over extended periods. ...
FBI Doubles Down on AI for Investigations and Operations The Federal Bureau of Investigation (FBI) is significantly expanding its use of artificial intelligence in key areas, including criminal investigations, intelligence analysis, and internal operations. According to the Department of Justice’s (DOJ) latest public inventory, the number of AI use cases reported by the FBI has more than doubled to 50. These AI applications encompass machine learning, computer vision, and generative AI, primarily aimed at labor-saving tasks like translation, transcription, and summarization. The 2025 DOJ AI Use Case Inventory reveals a sharp increase in the FBI’s AI tools for law enforcement, jumping from 15 to 27 in just one year, reflecting a broader 30.7% increase in AI adoption across the entire DOJ. ...
UK Announces £1.6 Billion National AI Strategy to Boost Research and Innovation The UK’s primary public research funder, UK Research and Innovation (UKRI), has launched its first national strategy to integrate artificial intelligence into the nation’s science and research sectors. This landmark initiative is backed by a record £1.6 billion in funding for the AI sector, allocated between now and 2030. The strategy is designed to leverage AI for driving innovations across diverse fields, including healthcare, public services, and clean energy. The investment will concentrate on six key areas: advancing AI technology, developing skills and talent, and promoting responsible and trustworthy AI. UKRI-funded AI projects are already demonstrating significant impact, such as a system for detecting faults on the railway network and another that aids in analyzing brain scans for diseases like Alzheimer’s. ...