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Infoq
1w
101
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How Meta Ported Million Lines of Android Code from Java to Kotlin
- Meta engineers have been translating their 10 million line Android codebase from Java to Kotlin.
- They have developed a tool called Kotlinator to automate the conversion process as much as possible.
- The process involves pre- and post-conversion steps to ensure the converted code can build and eliminate nullability issues.
- Meta's journey to make their codebase 100% Kotlin is still ongoing, but it provides valuable insights into transforming Kotlin code programmatically.
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Dev
1w
211
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Building Responsible AI Agents: Balancing Innovation and Ethics
- Artificial Intelligence (AI) is transforming industries, with autonomous AI agents leading the charge. As they become more autonomous, the need for responsible AI development is critical to address issues like bias, transparency, and accountability.
- Responsible AI agents are designed to be ethical, transparent, and accountable. They must operate fairly, respect privacy, and provide clear explanations for their decisions.
- Key principles of responsible AI include fairness, transparency, accountability, privacy, and sustainability.
- Building responsible AI is a multidisciplinary effort that requires collaboration between developers, ethicists, policymakers, and end-users.
- Real-world examples of ethical dilemmas in AI systems include bias in decision-making, lack of transparency, accountability gaps, privacy violations, and ethical use of AI in sales and marketing.
- Frameworks and best practices for responsible AI development include ethical AI frameworks, bias mitigation, explainability and transparency, accountability mechanisms, privacy and security, and continuous monitoring and feedback.
- Building responsible AI agents is a shared responsibility requiring collaboration between governments, organizations, and developers.
- Salesforce, a leader in customer relationship management (CRM), has implemented robust guidelines to ensure that its AI systems are fair, transparent, and accountable.
- The future of AI is bright, but it’s up to us to ensure that it’s also responsible.
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Medium
1w
97
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How are Watermelon grown?
- Watermelon is a vine-like plant known for its sweet, juicy fruit.
- Select the right variety based on climate and growing season.
- Prepare the soil by testing pH, tilling, adding organic matter, and ensuring drainage.
- Plant watermelon seeds when soil temperature is above 70°F or transplant seedlings with 2–3 true leaves.
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5 Likes
Dev
1w
59
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Learn Design Patterns: Understanding the Adapter Pattern for Compatibility
- The Adapter Pattern is a structural design pattern that allows objects with incompatible interfaces to work together seamlessly.
- It acts as a bridge, enabling communication between components that otherwise couldn’t interact.
- The Adapter Pattern allows classes with incompatible interfaces to collaborate by introducing an intermediary object, the adapter, which translates one interface into another.
- Real-life projects that use the Adapter Pattern include third-party integration, legacy code integration, and cross-platform compatibility.
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Dev
1w
147
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HackHound: Building a Modern Web Security Testing Tool with React and Python
- HackHound is an open-source web security testing tool built with Python and React.
- The tool aims to provide a modern, user-friendly interface and real-time feedback for web security testing.
- Key features of HackHound include multi-mode fuzzing, real-time progress updates, and handling long-running tests.
- Future plans for the tool include integration with other security tools, custom payload generators, advanced reporting capabilities, and CI/CD pipeline integration.
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8 Likes
Medium
1w
25
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OpenAI Introduces Sora: A Revolutionary AI Editing Platform
- OpenAI introduces Sora, a revolutionary AI editing platform.
- Sora's standout tool is the Storyboard feature, allowing creators to meticulously plan their video projects step-by-step.
- Other cutting-edge features include Remix, Recut, and Loop, which streamline the video editing process.
- Sora's Blend feature enables users to merge concepts from different videos into a single, cohesive visual.
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1 Like
Medium
1w
76
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The Secrets Behind Scaling a MySQL Database to Handle Millions of Queries Per Second
- When a web service grows to the point of handling millions of user queries every second, even an initially well-architected system can begin to buckle under the load.
- The high-traffic user database, originally built on top of a custom framework designed around MySQL, started to show its age.
- After evaluating different solutions, the decision was made to combine MySQL with Vitess for better performance, reliability, and future flexibility.
- This article discusses the reasons behind this decision and the steps taken to scale reads to meet the massive demand.
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4 Likes
Medium
1w
143
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How AI is Eating Away Jobs in India
- According to a report by the World Bank, India's automation rate is expected to reach 52% by 2030, putting over half of the country's jobs at risk.
- Industries like manufacturing, customer service, data entry, and transportation are already experiencing the impact of AI-driven automation.
- Robots and machine learning are automating manufacturing jobs, while chatbots and virtual assistants are reducing the need for human customer support agents.
- AI-powered tools are also streamlining data entry tasks, and the emergence of self-driving vehicles poses a threat to jobs in the transportation sector.
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6 Likes
Dev
1w
219
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Building the Fun : A Number Guessing Game in 2025
- Creating simple yet engaging projects is a fantastic way to hone your web development skills. In this blog, we’ll explore a Number Guessing Game, where players try to guess a randomly generated number between 1 and 100.
- The Number Guessing Game is a web-based application where users have 10 attempts to guess a random number generated by the system. Players receive feedback on whether their guess is too high, too low, or correct, along with a running record of previous guesses.
- Key Features of the game include random number generation, feedback mechanism, tracking guesses, restart option, and a responsive and modern UI.
- Technologies used to build the game include HTML, CSS, and JavaScript. The game has a step-by-step guide for building the structure, adding styling, and implementing the game logic.
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13 Likes
Dev
1w
329
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Learning call, apply, and bind in JavaScript: A Beginner's Guide 🚀
- Understanding the this keyword is important in JavaScript as its value is dependent on how a function is called.
- Call, Apply, and Bind methods allow us to specify the context when invoking a function.
- Call method is immediately executable letting you define arguments individually.
- Apply method is like call method but arguments are defined inside an array.
- Bind method returns a new function with a fixed value for this.
- Call is used to invoke a function with a particular value of this.
- Apply is used to invoke a function with a specific value of this and arguments inside an array.
- Bind returns a new function in which this is fixed for later use.
- Call, Apply, and Bind continue to be indispensable, especially in instances such as dynamic context binding and creating reusable functions.
- Use call when invoking a function with a particular this, and apply in cases where you want to pass arguments as an array.
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Medium
1w
385
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The Fastest Growing AI Companies Today: Innovations and Solutions
- NVIDIA is renowned for its GPUs and AI computing capabilities. They develop hardware and software solutions for AI applications.
- Anthropic focuses on AI safety and developing reliable and interpretable AI systems aligned with human values.
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23 Likes
Medium
1w
190
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"Smart Cities of the Future: Opportunities and Challenges"
- A smart city is an urban area that uses advanced technology and data analytics to improve the quality of life for its citizens. It's a city that is efficient, sustainable, and livable.
- The concept of smart cities has been around for several decades, with cities using computer systems to manage traffic flow and other urban operations.
- Smart cities offer opportunities for improving the quality of life, including enhanced efficiency of urban operations, information sharing, and citizen services.
- Smart cities are being developed worldwide, from Singapore to Barcelona, and from Rio de Janeiro to New York City.
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11 Likes
Medium
1w
261
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SLOW BUT STEADY: THE FUTURE OF AI IN THE COMPLEX WORLD
- The future of AI is slow but steady.
- AI has immense potential but comes with great responsibility.
- Careful considerations are needed for the ethical and societal implications of AI.
- Deep analysis, transparency, and planning are crucial for responsible AI design.
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15 Likes
Dev
1w
236
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Understanding Equality in JavaScript
- Equality in JavaScript can be tricky if you're not familiar with its nuances.
- JavaScript has two types of equality operators: == and ===.
- == allows type coercion, while === does not.
- Using === is recommended for strict equality comparison in JavaScript.
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14 Likes
Dev
1w
354
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Working with multiple language models in Semantic Kernel
- Semantic Kernel supports registering multiple text generation and embedding services using serviceId and modelId.
- When executing kernel functions or prompts, 'serviceId' and 'modelId' can be passed into 'PromptExecutionSettings'.
- When registering chat completion services, if serviceId is provided, Semantic Kernel also registers chat completion services as keyed.
- All AI-related services implement the IAIService interface, and custom IAIServiceSelector can be implemented for full control over service selection.
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