Edition for February 18, 2026

Socratic Sentinel transforma o GitHub Copilot CLI em um tutor de aprendizado que utiliza questionamentos socráticos para promover uma compreensão profunda da programação. Em vez de fornecer soluções, ele guia os usuários com perguntas direcionadas, combatendo a 'colapso de competência' entre desenvolvedores. O projeto visa amplificar o aprendizado com IA, oferecendo um ambiente interativo e gamificado.

• •• Socratic Sentinel usa questionamentos socráticos para ensinar programação.
• •• Integra-se ao GitHub Copilot CLI sem necessidade de chaves API adicionais.
• •• Oferece modos de aprendizado, produtividade e simulação de entrevistas.

This guide provides a comprehensive approach to integrating the Claude API with Laravel 11, addressing common challenges faced by developers. It emphasizes the importance of structuring the integration for production use, focusing on patterns that enhance AI's role in workflows. By the end, readers will understand how to effectively manage AI interactions within Laravel applications.

• •• Learn how to integrate Claude API into a Laravel 11 application.
• •• Understand the significance of structured AI interactions in production environments.
• •• Explore best practices for managing API keys and service architecture.

Os engenheiros da Spotify não escrevem mais código manualmente, utilizando ferramentas como Claude Code e Honk para desenvolver novas funcionalidades via Slack. Essa mudança, impulsionada por IA, promete acelerar o desenvolvimento de software, com previsões de que em breve a maioria do código será gerado por inteligência artificial. Isso representa uma transformação significativa na forma como as equipes de tecnologia operam.

• •• Spotify revelou que seus engenheiros não escrevem código manualmente há mais de um mês.
• •• A combinação de Claude Code e Honk permite desenvolvimento via Slack, mesmo durante o deslocamento.
• •• Mais de 50 novas funcionalidades foram lançadas em 2025, acelerando o processo de desenvolvimento.

Patrick Darling, a musician who lost his ability to sing due to ALS, experiences an emotional return to the stage thanks to AI technology. This innovation allowed him to regain his voice, enabling him to perform a heartfelt song for his great-grandfather, showcasing the profound impact of AI in restoring abilities lost to illness.

• •• Patrick Darling performs again after losing his singing ability due to ALS.
• •• AI technology played a crucial role in restoring his voice.
• •• The performance was emotional, connecting him to his great-grandfather.

India is collaborating with NVIDIA to enhance its AI capabilities, focusing on building robust AI infrastructure and developing advanced models. This partnership is crucial for driving AI transformation across the country, impacting various sectors and fostering innovation.

• •• India partners with NVIDIA to boost AI infrastructure.
• •• Focus on developing advanced AI models and technologies.
• •• Collaboration aims to drive nationwide AI transformation.

Apple is reportedly developing a trio of AI wearables as the demand for AI hardware increases. These products aim to enhance user experience and integrate advanced AI features, reflecting Apple's commitment to innovation in the wearable technology market.

• •• Apple is working on three new AI wearables.
• •• The development comes amid rising interest in AI hardware.
• •• These products are expected to enhance user experience significantly.

The article discusses the concept of Iron Triangles as a framework for analyzing trade-offs in AI product development. It emphasizes the importance of balancing various factors such as cost, quality, and time to achieve successful outcomes in AI projects. Understanding these trade-offs is crucial for product managers and developers in the AI field.

• •• Iron Triangles framework helps analyze trade-offs in AI product development.
• •• Balancing cost, quality, and time is essential for project success.
• •• The article provides practical guidance for product managers.

This post teaches how to use Terraform for automating the lifecycle management of Apache Flink applications on Amazon Managed Service. It covers deployment, updates, scaling, and troubleshooting, providing a comprehensive guide for developers looking to streamline their workflows.

• •• Learn to automate Apache Flink application management with Terraform.
• •• Covers the complete lifecycle: deployment, updates, and scaling.
• •• Troubleshooting common issues is included for better efficiency.

No-code platforms are transforming software development by enabling non-engineers to create apps and automate workflows. This article highlights the top no-code platforms available today, emphasizing their accessibility and the shift in who can build software, making it easier for anyone to launch products.

• •• No-code platforms democratize software development.
• •• Users no longer need engineering skills to create apps.
• •• The article lists the top 10 no-code platforms available.

Continue é uma ferramenta que executa verificações de IA em Pull Requests (PRs), ajudando a manter a consistência e a qualidade do código. Ao utilizar arquivos markdown controlados por versão, a ferramenta identifica mudanças que podem corromper métricas, evitando problemas silenciosos em dashboards. Isso é crucial para equipes que enfrentam fadiga de revisão e buscam melhorar seus padrões de desenvolvimento.

• •• Continue executa verificações de IA em cada PR para garantir a qualidade do código.
• •• As verificações são arquivos markdown controlados por versão, integrados ao GitHub.
• •• A ferramenta pode ler e escrever arquivos, rodar comandos bash e usar um navegador.

WordPress.com has introduced an AI Assistant that simplifies content creation by allowing users to edit, adjust styles, and create images without needing specific prompts. This innovation enhances user experience and streamlines the editing process, making it accessible to a broader audience.

• •• WordPress.com launches an AI Assistant for content creation.
• •• Users can edit and adjust styles easily with the assistant.
• •• The AI can create images without precise prompts.

SurrealDB offers a multi-model database solution that simplifies the integration of various database types for AI agents. This approach reduces complexity and operational risks, allowing developers to focus on innovation rather than building complex API layers. Deploying SurrealDB with Docker enhances its accessibility and usability in dynamic applications.

• •• SurrealDB integrates multiple database types, including relational and document.
• •• Reduces complexity and operational risks for developers.
• •• Enhances speed of innovation by minimizing glue code.

Moonlake AI is a new platform that allows users to create video games through a simple text prompt. With backing from major investors, it simplifies game development by eliminating the need for coding knowledge. Users can start with templates and customize their games easily, making game design more accessible to everyone.

• •• Moonlake AI enables game creation via text prompts.
• •• The platform is designed for users without coding experience.
• •• It offers templates and customization options for game assets.

A rotação de certificados TLS sem downtime é crucial para evitar falhas em serviços críticos. Com a automação ACME e certificados de 90 dias, a gestão de certificados se torna uma preocupação operacional contínua. Este artigo explora a complexidade do ciclo de vida dos certificados e a necessidade de um sistema robusto que garanta a validade dos certificados sem interrupções.

• •• A expiração de certificados TLS pode causar downtime significativo em serviços.
• •• Certificados de 90 dias aumentam a frequência de renovação e os riscos associados.
• •• A automação ACME facilita a gestão, mas requer atenção constante.

O Google I/O retorna nos dias 19 e 20 de maio, trazendo novidades em inteligência artificial e atualizações de produtos como Gemini, Android e Cloud. O evento contará com palestras, discussões em painel e demonstrações de produtos, destacando as inovações tecnológicas mais recentes da empresa.

• •• Google I/O acontece nos dias 19 e 20 de maio.
• •• O evento abordará inovações em inteligência artificial e produtos da Google.
• •• Haverá palestras de líderes da Google e discussões em painel.

This article discusses how to build a data pipeline that connects Google Search Console to Amazon Redshift using AWS Glue. It highlights the ETL capabilities of AWS Glue, enabling automated data management and deeper insights for data-informed decisions.

• •• Learn to connect Google Search Console with Amazon Redshift.
• •• Utilize AWS Glue for efficient ETL processes.
• •• Automate data pipeline management for better insights.

Mistral AI has acquired Koyeb, a startup focused on simplifying AI application deployment and managing the underlying infrastructure. This acquisition marks Mistral's first step towards expanding its cloud capabilities, highlighting the growing importance of integrated AI and cloud solutions in the tech landscape.

• •• Mistral AI has acquired Koyeb to enhance its cloud services.
• •• Koyeb specializes in simplifying AI app deployment at scale.
• •• The acquisition aims to strengthen Mistral's infrastructure management.

Mesh is raising $50 million in Series A funding to mass-produce optical transceivers specifically designed for AI data centers. This development is crucial as it addresses the growing demand for efficient data transfer in AI applications, potentially enhancing performance and scalability in the sector.

• •• Mesh raises $50 million in Series A funding.
• •• Focus on mass-producing optical transceivers for AI data centers.
• •• Addresses increasing demand for efficient data transfer.

The Micron 9650 SSD line is the first to support the PCI Express 6.0 standard, offering double the bandwidth compared to PCIe 5.0. With read speeds of up to 28,000 MB/s, this innovation promises to significantly enhance storage performance across various applications, positively impacting the technology market.

• •• Micron 9650 SSD is the first to support PCIe 6.0.
• •• Offers read speeds of up to 28,000 MB/s.
• •• Double the bandwidth compared to PCIe 5.0.

The article discusses the reliability of password managers, highlighting that their claims of not being able to access user vaults may not always hold true. A server compromise can lead to significant security risks, undermining the trust users place in these tools.

• •• Password managers claim they can't access user vaults.
• •• Server compromises can expose sensitive user data.
• •• Trust in password managers may be misplaced.

EU lawmakers have had their government-issued devices blocked from using built-in AI tools due to concerns over security risks. The decision stems from fears that sensitive information could be transmitted to U.S. servers of AI companies, highlighting the ongoing debate about data privacy and security in the age of artificial intelligence.

• •• EU lawmakers' devices blocked from using AI tools.
• •• Concerns over sensitive information reaching U.S. servers.
• •• Decision reflects heightened security awareness.

This article discusses essential precautions to avoid scams in online shopping, highlighting how easily scammers can deceive consumers. With 45.1% of reports related to purchase fraud, it is crucial to be aware of the most common types of scams and how to protect oneself, especially in an increasingly digital financial transaction landscape.

• •45.1% of reports of online shopping fraud are related to scams.
• •The most common types include fake and cloned online stores.

O GE Vernova Enervista UR Setup apresenta vulnerabilidades que permitem execução de código com privilégios elevados em versões anteriores à 8.70. Isso é crítico para setores de infraestrutura como manufatura e energia, pois pode comprometer a segurança de sistemas essenciais.

• •• Vulnerabilidades permitem execução de código com privilégios elevados.
• •• A versão afetada do Enervista UR Setup é anterior à 8.70.
• •• Impacta setores críticos como manufatura, energia e água.

O Siemens Simcenter Femap e Nastran apresentam vulnerabilidades de parsing de arquivos que podem ser exploradas ao abrir arquivos maliciosos, resultando em falhas ou execução de código arbitrário. A Siemens recomenda a atualização para as versões mais recentes para mitigar esses riscos.

• •• Vulnerabilidades afetam Siemens Simcenter Femap e Nastran.
• •• Risco de execução de código ao abrir arquivos maliciosos.
• •• Versões afetadas são anteriores a 2512.

Uma vulnerabilidade crítica nos produtos de CCTV da Honeywell pode permitir que atacantes não autenticados acessem feeds de câmeras e alterem endereços de e-mail de recuperação, levando a compromissos de rede. A falha, identificada como CVE-2026-1670, afeta várias versões dos produtos e possui um CVSS de 9.8.

• •• Vulnerabilidade crítica nos produtos de CCTV da Honeywell.
• •• Permite que atacantes não autenticados alterem endereços de e-mail de recuperação.
• •• A falha pode levar a compromissos de rede significativos.

No Android 17, aplicativos que visam o SDK 37 ou superior terão uma nova implementação do MessageQueue que é livre de bloqueios. Essa nova implementação melhora o desempenho e reduz quadros perdidos, mas pode quebrar clientes que refletem sobre campos e métodos privados do MessageQueue.

• •• Android 17 introduz uma implementação lock-free do MessageQueue.
• •• A nova implementação melhora o desempenho e reduz quadros perdidos.
• •• Pode causar problemas para clientes que utilizam reflexão em campos privados.

Foldable phones are changing the landscape of mobile computing by combining the portability of smartphones with the functionality of laptops. With larger screens and improved usability, these devices could redefine how we interact with technology, making it easier to perform tasks traditionally reserved for laptops.

• •• Foldable phones offer a larger screen in a portable format.
• •• They combine the functionality of smartphones and laptops.
• •• Improved usability makes them suitable for various tasks.

Transforming old phones into PlayStation consoles is a great way to repurpose devices. This is achievable through emulators that simulate console hardware. By installing emulators like DuckStation and ePSXe, users can relive classic PS1 and PS2 games on their smartphones, giving new life to devices that were idle.

• •Old phones can be turned into PlayStations using emulators.
• •Emulators like DuckStation and ePSXe are popular for this purpose.
• •Emulation simulates console hardware on mobile devices.

Um veículo da Waymo atropelou uma criança em Santa Monica, gerando preocupações sobre a segurança dos carros autônomos. O incidente, que ocorreu durante o horário de entrega das crianças na escola, destaca a necessidade de melhorar tanto a condução humana quanto a robótica, além de provocar um debate sobre a regulamentação desses veículos.

• •• Um veículo da Waymo atropelou uma criança em Santa Monica durante o horário de entrega escolar.
• •• O incidente gerou pedidos para revogar a licença da Waymo para operar veículos autônomos.
• •• A investigação da NHTSA está em andamento para entender as circunstâncias do acidente.

This article presents 10 essential apps for new iPad users in 2026, highlighting native tools and those adapted to iPadOS 26. These apps, such as Notes, Reminders, and Procreate, are designed to optimize study, work, and leisure, making the most of the device's features, including Apple Pencil support.

• •The article lists 10 essential apps for new iPad users.
• •Includes tools like Notes, Reminders, and Procreate, adapted for iPadOS 26.
• •The apps assist with study, work, and leisure, maximizing user experience.

A Rode lançou uma atualização de firmware para seus microfones Wireless Pro e Wireless Go, permitindo a conexão direta com iPhones e iPads via Bluetooth, sem necessidade de receptor. A nova funcionalidade, chamada Direct Connect, promete manter a qualidade de áudio broadcast e oferece opções de gravação em modos mesclados ou separados, facilitando o trabalho dos criadores de conteúdo.

• •• Rode atualiza Wireless Pro e Wireless Go para conexão direta com iPhones e iPads.
• •• A nova função, Direct Connect, elimina a necessidade de receptor físico.
• •• Suporta gravação em modos mesclados ou separados para flexibilidade na pós-produção.

Google Cloud introduces global queries in BigQuery, allowing users to analyze distributed data across different geographic locations with a single SQL statement, eliminating the need for complex ETL processes. This innovation enables multinational corporations to gain a unified view of their data, enhancing compliance and performance in data analysis.

• •• Global queries in BigQuery enable analysis of distributed data without ETL.
• •• Users can execute a single SQL query across multiple geographic locations.
• •• BigQuery automatically manages data movement for seamless analytics.

Verisk, um provedor de modelagem de catástrofes, reduziu o tempo de processamento de horas para minutos e os custos de armazenamento ao implementar uma arquitetura de lakehouse com Amazon Redshift e Apache Iceberg. Essa abordagem separa o armazenamento do poder de processamento, eliminando o trade-off tradicional entre custo e computação, e oferece melhorias significativas na gestão de bilhões de registros de modelagem de catástrofes.

• •• Verisk implementou uma arquitetura de lakehouse para otimizar processos.
• •• O tempo de processamento foi reduzido de horas para minutos.
• •• Custos de armazenamento foram significativamente diminuídos.

DataCamp is offering free access to its entire curriculum from February 16–22, allowing individuals to learn Python, SQL, and PowerBI. This initiative is significant for aspiring data analysts looking to enhance their skills without financial barriers.

• •• DataCamp offers free access to its curriculum from February 16–22.
• •• Courses include Python, SQL, and PowerBI for aspiring data analysts.
• •• Opportunity to gain skills without financial investment.

César de la Fuente is leveraging AI to tackle the pressing issue of antimicrobial resistance, which remains a significant global challenge. His innovative approach aims to discover new antibiotics by exploring diverse environments, highlighting the urgency of addressing this problem for public health and medicine.

• •• César de la Fuente uses AI to search for new antibiotics.
• •• Antimicrobial resistance is a top global health challenge.
• •• The project aims to explore various environments for antibiotic discovery.

PyCaret é uma biblioteca de machine learning de código aberto e low-code que simplifica e padroniza o fluxo de trabalho de machine learning. Em vez de ser um único algoritmo AutoML, PyCaret atua como uma estrutura de experimentos que envolve várias bibliotecas populares de machine learning sob uma API consistente e produtiva.

• •• PyCaret é uma biblioteca open-source para automação de fluxos de trabalho de ML.
• •• Funciona como uma estrutura de experimentos, não como um único algoritmo AutoML.
• •• Oferece uma API consistente e produtiva para facilitar o uso.

Recommendation systems are crucial for personalizing experiences on platforms like Netflix and Amazon. This article discusses the development of a smart movie recommender using collaborative filtering, a powerful technique that enhances user engagement by predicting preferences based on user behavior.

• •• Recommendation systems personalize user experiences on various platforms.
• •• Collaborative filtering is an effective method for building recommendation engines.
• •• The article details the process of creating a smart movie recommender.

Uma filosofia de atendimento ao cliente traduz os valores da empresa em comportamentos diários, ajudando as equipes de suporte a oferecer um serviço consistente e de alta qualidade. Isso é crucial para melhorar a experiência do cliente e alinhar a entrega de suporte com os princípios da empresa.

• •• A filosofia de atendimento ajuda a alinhar valores da empresa com a prática diária.
• •• Melhora a consistência no serviço prestado aos clientes.
• •• Capacita as equipes de suporte a oferecer um atendimento de excelência.

Pre-sales chatbots are transforming customer service in Brazil, with 71% of consumers already impacted by this technology. They provide quick and personalized responses, enhancing the customer experience and increasing sales opportunities. With changing consumer behavior, this tool becomes essential for companies looking to stand out in the market.

• •71% of Brazilians have already been impacted by the use of pre-sales chatbots.
• •Chatbots provide quick and personalized responses to customers.
• •The technology improves consumer experience and boosts sales.

Fôrmas & Cia, a family-owned business, increased its sales funnel visibility by 5x using Agendor. This case study highlights how the company overcame challenges in organizing information and commercial processes, enabling more strategic and efficient management.

• •Fôrmas & Cia is a rapidly growing family-owned business.
• •The company faced challenges in organizing commercial information.
• •With Agendor, sales funnel visibility increased by 5x.

The article discusses how Launch Locations, a new feature from Agentforce Commerce, can enhance conversion rates on e-commerce websites. By optimizing high-impact areas like search bars and product detail pages, businesses can significantly improve the shopping experience, leading to increased sales and customer satisfaction.

• •• Launch Locations is a new feature from Agentforce Commerce.
• •• It focuses on optimizing key areas of e-commerce websites.
• •• Enhancing the search bar can lead to better user experiences.

Microsoft has announced the end of support for Dynamics 365 Project Service Automation on the U.S. Government cloud, effective March 31, 2027. This decision affects customers on GCC High and DoD, with future announcements expected regarding upgrades and the availability of Project Operations.

• •• End of support for Dynamics 365 Project Service Automation announced.
• •• Effective date is March 31, 2027, for U.S. Government cloud users.
• •• Affects customers on GCC High and DoD.

The Agentforce Marketing Spring ‘26 Release introduces new features and resources aimed at enhancing marketing efforts. Understanding these updates is crucial for businesses looking to leverage Salesforce's capabilities for improved customer engagement and marketing effectiveness.

• •• New features in the Agentforce Marketing Spring ‘26 Release.
• •• Resources available to help users get started with the updates.
• •• Enhancements aimed at improving marketing strategies.

Students from USP developed a chatbot called 'Tá certo isso AI?' that won an international hackathon. The system uses artificial intelligence to verify information on WhatsApp, combating misinformation quickly and accessibly. The project was created in just 10 hours and qualified the students to present the tool at the Brazil Conference, highlighting the importance of technology in fact-checking.

• •• Chatbot 'Tá certo isso AI?' wins international AI hackathon.
• •• Developed by USP students, focuses on fact-checking.
• •• Operates on WhatsApp, allowing for quick information verification.

A IA Agentic está transformando a indústria de tecnologia da Índia, utilizando o software NVIDIA AI Enterprise e modelos NVIDIA Nemotron para aumentar a produtividade em diversos setores, como call centers e saúde. Empresas como Infosys e Wipro estão liderando essa transformação, melhorando a eficiência do back-office e do suporte ao cliente.

• •• A IA Agentic está revolucionando a indústria de tecnologia na Índia.
• •• O software NVIDIA AI Enterprise e modelos Nemotron são fundamentais para essa transformação.
• •• Empresas como Infosys e Wipro estão na vanguarda da inovação.

India is embarking on a new industrialization era, fueled by a $134 billion investment in manufacturing. This shift, driven by AI, presents both challenges and opportunities for creating software-defined factories, revolutionizing how products and systems are designed and built.

• •• India invests $134 billion in new manufacturing capacity.
• •• AI is transforming the design and operation of physical products.
• •• The initiative spans construction, automotive, renewable energy, and robotics.

The latest State of Marketing Report reveals insights from 4,450 marketers on the integration of AI in marketing strategies. It highlights the industry's evolution and the importance of adapting to new technologies for future success.

• •• Surveyed 4,450 marketers on AI integration in marketing.
• •• Highlights a clear path for success in the marketing industry.
• •• Emphasizes the need for adaptation to new technologies.

A Warner Bros. Discovery expressou preocupações sobre a possível saída de funcionários se aceitar a oferta da Paramount Skydance em vez da Netflix. A Paramount promete economias de custos de $6 bilhões, mas a WBD teme que isso resulte em demissões e perda de talentos durante o período pré-fechamento da negociação.

• •• WBD está hesitante em aceitar a oferta da Paramount Skydance.
• •• Funcionários podem deixar a empresa se a Paramount vencer a negociação.
• •• Paramount promete $6 bilhões em economias de custos com a fusão.

The sale of Warner Bros. Discovery, which began in October, is in its final stages with an ultimatum to Paramount to present its best offer. The negotiations involve Netflix and Paramount Skydance, highlighting the competitiveness in the entertainment sector.

• •The sale of Warner Bros. Discovery is in the final negotiation phase.
• •Paramount and Netflix are the potential buyers involved.
• •Warner has given an ultimatum to Paramount for its best offer.

JHSF, a Brazilian group focused on the luxury segment, is expanding its international operations with the acquisition of a historic property in Milan for a new Fasano hotel. This strategy aims to strengthen its presence in the global market and diversify its operations beyond Brazil.

• •JHSF is a Brazilian group specialized in luxury and high-income segments.
• •The company is expanding its international operations with a new hotel in Milan.
• •The acquired property is historic, enhancing the Fasano brand value.

Climactic has launched a hybrid fund named Material Scale aimed at supporting climate tech startups, particularly in the apparel sector. This initiative addresses the critical 'valley of death' phase where many startups struggle to secure funding, ensuring they have the necessary resources to grow and innovate in the climate tech space.

• •• Climactic introduces the Material Scale hybrid fund.
• •• Focuses on climate tech startups in the apparel industry.
• •• Aims to support startups through the 'valley of death'.

Ford is prioritizing efficiency in its upcoming $30,000 electric pickup truck, set for 2027. By utilizing a smaller battery, the company aims to reduce costs while still meeting customer expectations for range. This strategy reflects the growing demand for affordable electric vehicles in the market.

• •• Ford plans to launch a $30,000 electric pickup truck by 2027.
• •• The company is focusing on efficiency to keep costs down.
• •• A smaller battery will help reduce the truck's price.

Ford is facing significant challenges in making electric vehicles (EVs) profitable, having incurred a $19.5 billion loss on its EV investments. The company is shifting focus towards hybrids and internal combustion engines while still believing in the future of EVs, albeit with a more sustainable approach.

• •• Ford has struggled to achieve profitability in the EV market.
• •• The company incurred a $19.5 billion loss on its EV investments.
• •• Ford has pulled the plug on the F-150 Lightning due to profitability concerns.

Toyota is expanding its electric vehicle lineup with the new bZ Woodland SUV, responding to criticism for its slow entry into the EV market. As competitors pull back, Toyota's strategic caution is now seen as beneficial, allowing it to introduce new models like the Highlander, which boasts over 300 miles of range and advanced features.

• •• Toyota is launching the bZ Woodland SUV to enhance its EV offerings.
• •• The company faced criticism for its slow response to the EV revolution.
• •• The new Highlander SUV features over 300 miles of range.

Kavak announced a $300 million funding round, with $200 million coming from Andreessen Horowitz in its Series F round. This investment is the largest from the firm in Latin America and highlights the growing importance of the used car market in the region.

• •Kavak raises $300 million in new funding round.
• •Andreessen Horowitz leads the round with $200 million.
• •This is the firm's largest investment in Latin America.