30 min
Learning How to Code
- Learning How to Code
- 1. Basics of Programming
- Understanding Programming
- Foundational Languages
- Frameworks
- 2. Structure of a Web Page
- Building Blocks
- Types of Developers
- Hardware vs. Software
- End-to-End Workflow
- 3. Git as a Source-of-Truth
- Version Control Systems
- Git for Collaboration
- Containerization and Kubernetes
- 4. Design Layouts: Flexbox vs. Grid
- Choosing the Right Layout System
- Frameworks and Tools
- 5. Open-Source Repositories
- Access and Collaboration
- Licensing
- 6. Data Structures
- Data Management
- Markup Languages
- 7. Automated QA for Front-End
- Quality Assurance Basics
- 8. Infrastructure Basics
- From Small to Large Infrastructure
- Mobile-Friendly Design
- Assignments
- Resources
1. Basics of Programming
Understanding Programming
Foundational Languages
Frameworks
2. Structure of a Web Page
Building Blocks
Types of Developers
- Front-end Developers:
- Back-end Developers:
- Back-office Administrators:
Hardware vs. Software
End-to-End Workflow
3. Git as a Source-of-Truth
Version Control Systems
Git for Collaboration
Containerization and Kubernetes
4. Design Layouts: Flexbox vs. Grid
Choosing the Right Layout System
Frameworks and Tools
5. Open-Source Repositories
Access and Collaboration
Licensing
6. Data Structures
Data Management
Markup Languages
7. Automated QA for Front-End
Quality Assurance Basics
8. Infrastructure Basics
From Small to Large Infrastructure
Mobile-Friendly Design
Assignments
Language/Tool | Purpose | Project/Assignment | Learning Resources |
JavaScript | Runs in a browser, essential for web development. | - Improve web development skills with Webflow. - Build interactive website features. | |
Node.js | Runs JavaScript on your laptop for backend development. | - Scrape Meetup data using Node.js. | |
React | A JavaScript library for building interactive user interfaces. | - Explore advanced markdown (MDX) in Docusaurus. - Build React components for dynamic documentation. | |
Selenium + Python | Automates browser tasks, can be integrated with JavaScript. | - Use Selenium and Python to scrape LinkedIn profiles. | |
AWS Lambda | Event-driven serverless computing for automation and APIs. | - Build a Slack bot to add links from the #watchtower Slack channel to Notion. - Learn to understand variables, loops, and APIs to deploy serverless functions. |
Resources
Name | URL 1 | Source | Summary |
|---|---|---|---|
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A link to a paid ads strategy was shared, created on September 28, 2025. | |||
GitHub Copilot CLI is a terminal tool that assists developers by reading, writing, and running code. It requires a GitHub Copilot subscription and can be installed via npm. The CLI operates independently of code editors, supports various development tasks, maintains session persistence, and adheres to organizational governance policies for security and compliance. Users can modify files and execute commands with explicit approval. | |||
A study reveals that personality traits influence how individuals respond to negative feedback, with high self-esteem and narcissism leading to stronger defensive reactions. Surprisingly, those motivated for self-insight and mindfulness also reacted defensively, suggesting that self-image protection can override the desire for self-knowledge. The research highlights the need for strategies to help individuals process negative feedback constructively, particularly in areas central to their identity. | |||
The traditional pathway for junior designers is collapsing due to automation and economic pressures, leaving many struggling to find entry-level positions. AI tools are replacing tasks once handled by juniors, and mentorship opportunities are diminishing. New designers are resorting to cold outreach and self-directed learning, but face challenges such as unpaid internships and the need for financial stability. The current landscape requires creativity and resilience, as designers must navigate a system that favors those with existing connections and resources while finding ways to build new, inclusive pathways into the field. | |||
Figma has announced updates to its MCP server and Code Connect, enhancing the portability of design context across various tools and workflows. These updates allow teams to integrate Figma design context into their IDEs and AI agents, significantly improving development speed. The introduction of remote access and in-app mapping features facilitates easier connections between design and code components, promoting efficiency in product development. Future plans include making the MCP server a two-way connector for seamless context exchange, ultimately aiming to streamline the transition from design to production. | |||
The 2025 Product Benchmark Report reveals that top products acquire users nine times faster than others, but retention is crucial as 80% of value comes from existing customers. Only 21% of users are activated on Day 1, with a median of just 5%, and by Month 3, 96% of new users are lost. The top 10% of products account for 79% of engagement, growing active users by 7.5% monthly, highlighting the importance of focusing on user retention. | |||
A simple URL trick allows users to turn any GitHub repository into visual and interactive diagrams by replacing 'hub' with 'diagram' in the URL. This tool analyzes the repo structure, creates interactive system diagrams in about 30 seconds, and helps users understand new codebases or contribute to open source projects. Custom modifications are possible, making it a valuable resource for developers. | |||
Venture capitalists are becoming cautious of "AI-washing," where companies exaggerate their AI capabilities. Investors are now prioritizing genuine innovation and proof of product effectiveness over buzzwords. Successful startups focus on solving specific problems rather than just leveraging AI for hype. Building strong relationships with investors and demonstrating product quality are crucial for securing funding in a cooling AI market. | |||
A comprehensive resource for understanding system design concepts using visuals and simple terms, aimed at preparing individuals for system design interviews. It includes various topics such as API development, database management, software architecture, cloud systems, and security, along with practical case studies and guides on best practices. | |||
An AI generated 10,000 lines of code, which was initially confusing. A VSCode extension called Code Canvas helped visualize the codebase by showing file connections, tracking function usage, providing live diffs, and identifying circular dependencies. It was tested on a TypeScript monorepo, revealing three circular dependencies and unused exports, ultimately aiding in understanding the code structure. The tool is free, open source, and compatible with JS/TS/React. | |||
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Teable transforms a single prompt into live databases, applications, and automations, enhancing data interaction and usability. | |||
Designers face ethical dilemmas when choosing clients, often balancing personal values against economic pressures. Some industries are deemed unacceptable by many, while others are seen as acceptable despite potential harm. Individual designers and studios set their own ethical boundaries, influenced by personal experiences and the need for income. The discussion highlights the complexities of ethical consumption under capitalism, emphasizing that all design work carries some level of compromise. Ultimately, designers are encouraged to reflect on their choices and the impact of their work on society. | |||
AI can significantly enhance product design workflows by improving idea generation, prototyping, and data analysis. The RAG approach helps retrieve relevant information efficiently, while AI serves as a creative partner, aiding in UI ideation and stress-testing designs. Clear prompts and well-structured knowledge bases are essential for effective AI collaboration, which can streamline processes and provide valuable insights without replacing human creativity. | |||
Technical recruiting involves code review games tailored to the company and role, utilizing a resume screening flow that incorporates both explicit and implicit criteria. Additionally, a robust search capability is highlighted for querying databases effectively. | |||
Julia is a high-performance programming language that compiles to efficient native code and supports multiple platforms. It is dynamically typed, suitable for interactive use, and allows for reproducible environments. The language employs multiple dispatch, facilitating various programming paradigms, and is open source with a welcoming community of over 1,000 contributors. | |||
An open-source AI orchestration framework for React front end is now live on Product Hunt, inviting users to check it out and provide feedback. | |||
Graphic design faces challenges from AI, but the real threat has been the standardization and automation in the field. Designers have become akin to assembly line workers, leading to homogenized outputs. While AI can handle repetitive tasks, it cannot replace the creative and strategic aspects of design. The future may see a resurgence of unique, human-centered design as clients seek differentiation in a market flooded with AI-generated content. | |||
AI is effective in divergent tasks like brainstorming and research but struggles with convergent tasks requiring precision, such as production-quality code and strict design fidelity. To improve AI integration in design systems, organizations should establish clear contracts, enforce rigorous checks for convergent tasks, and focus on context engineering. The human aspect remains crucial, as many failures stem from inadequate information and communication within teams. Collaboration and community support are essential for enhancing design system programs. | |||
The article discusses the design principles for television user interfaces, emphasizing the unique "10-foot experience" where users interact from a distance. It highlights the importance of remote controls as mediators in this experience and traces the evolution of remotes from early models to modern designs. The piece argues for the enduring relevance of core navigation patterns, particularly those established by the NES controller, and suggests that while innovations like motion controls and touchpads have emerged, they often build upon these foundational elements rather than replace them. | |||
PostHog's website features a creative retro computer screen design with functional navigation, interactive elements, and clear CTAs. It effectively communicates its purpose for product engineers while maintaining simplicity in pricing and specific AI capabilities, proving that creativity can coexist with clarity and usability. | |||
Great design hinges on identifying key details that unlock understanding and functionality. Effective design leaders maintain a connection to these details, ensuring that even as they focus on broader strategies, they do not lose sight of the craft. The ability to recognize and create organizing principles is crucial for guiding teams and achieving quality outcomes. Leadership in design involves seeing and nurturing these details to ensure successful execution and meaningful results. | |||
sentient.xyz | ROMA is an open-source meta-agent framework designed for building high-performance multi-agent systems, utilizing a hierarchical task structure to manage complex goals through subtasks. It enhances transparency and traceability in agent reasoning, allowing for effective debugging and iteration. ROMA Search, a demonstration of this framework, achieved state-of-the-art performance in multi-source reasoning tasks, significantly outperforming previous models. The architecture addresses challenges in long-horizon tasks by providing a recursive structure that facilitates task decomposition, execution, and result aggregation, while allowing for human verification and parallel processing of independent tasks. | ||
Latitude is a no-code platform for building autonomous AI agents that operate independently using natural language instructions. It integrates with over 2,800 apps and enhances prompt tuning efficiency, improving output consistency and reducing iteration time. Users praise its intelligent cross-project suggestions, versioning capabilities, and seamless orchestration for fast and controlled iterations. | |||
Past experiences, particularly from non-design careers like fine dining, can significantly shape a designer's instincts and approach. Key lessons include the importance of reading cues from clients, balancing speed with intentionality, the impact of presentation, the necessity of collaboration, and maintaining composure under pressure. Reflecting on these experiences can transform perceived detours into valuable assets in the design process. | |||
Claude can automate coding tasks, allowing developers to focus on higher-value roles. Key decisions for setting up Claude include task management, guidance structure, agent coordination, session management, tool access, code development, delivery methods, and context preservation. The framework emphasizes that AI performs best with clear structure, shifting developer roles towards project management and architectural design rather than just coding. | |||
adobe.design | AI-powered prototyping is blurring the lines between design and engineering, empowering designers to create functional prototypes without coding experience. Key tips for effective use include planning before building, being specific in prompts, utilizing visuals, and embracing the model's defaults. Designers should focus on rapid exploration of ideas rather than perfection, and be prepared to handle errors with version control. As AI tools evolve, they enable deeper collaboration and more intentional design, ultimately leading to better user experiences. | ||
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Explore design system concepts and best practices, including a maturity assessment model for teams to evaluate their progress and create actionable roadmaps. The framework outlines five levels of design system maturity, from basic UI kits to foundational design systems, highlighting the evolution of team compositions and complexity. Join the community for access to additional resources and insights. | |||
AI derives 40% of its answers from Reddit, with Quora sometimes outperforming it. This highlights the importance of authentic, community-generated content for LLMs. To improve brand visibility, businesses should engage in relevant subreddits, provide valuable contributions, and encourage customer experiences to be shared. | |||
Marketing technology chaos arises from disconnected tools leading to data silos, inflated customer acquisition costs, and inefficiencies. Companies face challenges with conflicting data, underutilized platforms, and increased management burdens. Simplifying the tech stack by auditing tools, establishing data standards, and focusing on integration can enhance productivity and decision-making. Prioritizing time savings over adding features is essential for effective marketing operations, enabling teams to optimize campaigns rather than manage software. | |||
AI tools are transforming the design process by allowing for quicker prototyping and clearer communication of ideas. Designers can use tools like V0 and Figma Make to create interactive and visual representations of their concepts, facilitating collaboration across teams. Emphasizing the importance of "janky" prototypes, the approach encourages creativity and faster iterations, while maintaining respect for the craft and the end-users. Selecting the right AI tool based on the stage of design is crucial for effective outcomes. | |||
Voi has established a data-driven culture with over 90% end-user adoption by implementing a metrics-as-a-product approach, enhancing data reliability and proactive issue detection. Analysts are embedded in product teams, utilizing SYNQ for real-time visibility and efficient issue resolution, significantly reducing communication times during outages. Voi's data products, including A/B testing and a demand prediction engine, benefit from strict quality controls, and the integration of AI tools is streamlining analytics processes and incident triage. | |||
The concept of a "Second Brain" enhances personal knowledge management by using AI to organize, distill, and express information effectively. Key components include the PARA system for categorization and four steps: Capture, Organize, Distill, and Express. AI tools like Notion and Roam Research improve organization and productivity, while automation and semantic search enhance efficiency. Ethical considerations around privacy and reliance on AI are important, and future developments may include predictive capabilities for personalized learning experiences. | |||
Building a second brain is essential for managing information overload in the digital age. It involves capturing, organizing, distilling, and expressing knowledge effectively. Key methods include using frameworks like PARA for organization and techniques like Progressive Summarization for distillation. Essential tools for 2025 include Notion, Obsidian, and automation platforms. The future of knowledge management will focus on AI integration, collaborative frameworks, and the need for adaptability and digital literacy in navigating complex information environments. | |||
VAST AI OS is a purpose-built operating system designed to support the unique demands of AI-native applications, enabling rapid development and deployment of AI agents at enterprise scale. It addresses the limitations of legacy infrastructure by providing millisecond response times, massive-scale coordination, and secure execution environments. VAST's Disaggregated, Shared Everything (DASE) architecture facilitates true parallelism, allowing simultaneous access to data by all CPUs and GPUs, thus eliminating I/O bottlenecks and ensuring high performance and uptime for AI workloads. | |||
keeptrack.space | The KeepTrack API allows users to access satellite data for their projects, utilizing the Orbital Object Toolkit (ootk) for easy integration. Examples demonstrate how to fetch satellite information and retrieve various positional and orbital parameters using JavaScript. | ||
The World Bank has raised the International Poverty Line from $2.15 to $3 per day, reflecting inflation and adjustments based on national poverty definitions in low-income countries. This change has resulted in 125 million more people being classified as living in extreme poverty, despite higher income estimates among the poorest. The increase in the poverty threshold highlights ongoing global inequality and the need to address the living conditions of those just above this extreme line, as many still face severe hardships. Current trends indicate that without significant intervention, hundreds of millions will remain in extreme poverty by 2030. | |||
The article follows Kate, a mid-level designer, as she navigates her first AI-augmented design sprint, exploring how to integrate AI into her workflow. Throughout the week, she experiences various phases of the design sprint, from understanding user needs to prototyping and testing with real users. Kate learns to use AI as a creative collaborator, synthesizing user feedback, generating ideas, and creating prototypes, while also reflecting on the importance of human-centered design skills. By the end of the week, she shifts from feeling overwhelmed by AI to becoming confident in using it responsibly and creatively in her design process. | |||
Automatically converts website feedback and bug reports into actionable dev tasks, enhancing efficiency by delivering them directly to AI coding tools. | |||
Data pervades our lives, reducing personal experiences to numbers that dictate our social media influence, job prospects, and even health care. This quantification affects everything from grocery shopping to job applications, where algorithms prioritize efficiency over humanity. To reclaim our autonomy, we must understand and utilize mathematical tools to challenge the systems that exploit us, promoting a more inclusive approach to math that empowers everyone. | |||
To succeed in local business, enhance online visibility through tools like Google Business Profile, which helps attract customers and build reputation. Encourage positive reviews to boost credibility and SEO, while adhering to consumer protection laws. Use digital marketing campaigns to maintain customer connections and generate repeat business, ensuring compliance with data management guidelines. Align marketing efforts with seasonal demand and create valuable content to establish expertise in the local market. | |||
MIT researchers have developed a new algorithm for efficient machine learning with symmetric data, addressing the challenge of training models that respect symmetry in various applications, such as drug discovery and material identification. This approach combines algebra and geometry to create a more efficient training process, requiring fewer data samples while improving accuracy. The findings could lead to the development of more interpretable and robust neural network architectures, enhancing the performance of machine learning models in real-world scenarios. | |||
An innovative AI platform for unique interior design, introduced as a first-of-its-kind solution. A promotional video is available for viewing. | |||
The author discusses the concept of compounding engineering, where AI systems learn from past experiences to improve future coding processes. By utilizing AI like Claude, engineers can create self-improving systems that enhance efficiency, reduce errors, and streamline workflows. The approach emphasizes teaching AI through decision-making, turning failures into upgrades, and orchestrating multiple AI agents to handle different tasks simultaneously. This methodology aims to transform traditional coding practices into a more effective and automated engineering process, ultimately making development faster and more reliable. | |||
Productlane is a customer support and feedback system designed for B2B, built on Linear. It allows for seamless management of support, feedback, and changelogs within one platform, preventing duplication and enabling efficient workflows. | |||
AI-powered data analysis platform that offers SQL-free business intelligence solutions, accessible via the provided URL. | |||
Amazon collaborates with external creative agencies to enhance its marketing efforts, focusing on purpose-driven storytelling that aligns with sustainability, accessibility, and social impact. These partnerships help amplify the voices of small businesses, transforming product listings into compelling brand narratives. By leveraging the expertise of these agencies, Amazon effectively communicates its commitment to social good and environmental responsibility, ensuring that its messaging resonates authentically with consumers. | |||
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Motion is essential in product design, enhancing user experience by guiding attention and reinforcing brand identity. Key principles include using ease-out curves for smooth interactions, matching animation timing to object size, and employing faster exits than entries. Custom animation curves and spring animations can enhance responsiveness, while motion libraries offer advanced capabilities. However, animations should be purposeful and not excessive, focusing on clarity and engagement, with opacity and transform being crucial for smooth performance. | |||
The article highlights influential African American graphic designers who have made significant contributions to the field despite facing racial adversity. Notable figures include Charles Dawson, Aaron Douglas, Leroy Winbush, and Sylvia Harris, among others, each recognized for their unique styles and impactful work. The piece emphasizes the importance of acknowledging these designers and their historical significance in shaping the graphic design landscape. | |||
AI agents enhance design systems by leveraging context from tools like Figma, resulting in better code generation and alignment with design standards. The Dev Mode MCP server facilitates this by providing contextual information to AI, enabling reuse of components, application of design tokens, and improved collaboration between design and engineering teams. This integration allows for faster product development while maintaining quality and consistency across designs. | |||
Digital twins are generative AI models that simulate individual behaviors and preferences, offering potential benefits in user research by predicting responses and trends without extensive participant recruitment. They can be built using various methods, including prompt augmentation and retrieval-augmented generation. While digital twins show promise for practical applications, ethical considerations regarding consent, misrepresentation, and bias must be addressed as they transition from experimental to operational tools in UX research. | |||
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Vibe coders often face challenges due to limitations of AI agents and LLMs, including context window constraints and non-deterministic outputs. To improve the quality of vibe-coded applications, it's suggested to keep projects simple, enhance technical knowledge, and wait for advancements in AI technology. Successful vibe coders utilize various tools and systems thinking to mitigate risks and improve their coding practices. | |||
A YouTube video demonstrates how Claude Code can create any AI agent using n8n, showcasing its capabilities. The video was created on August 7, 2025. | |||
Design is evolving with smaller, more focused teams leveraging AI and no-code tools, leading to a rise in full-stack designers who handle multiple roles. Design systems are becoming more accessible, promoting faster prototyping while emphasizing the need for creativity and distinctiveness to avoid generic outcomes. The emergence of design engineers reflects a shift towards integrating design and development, enhancing speed and collaboration. As tools improve, true expertise becomes increasingly important, with a focus on taste, creativity, and strategic thinking as key differentiators in a landscape where execution is no longer the bottleneck. | |||
deepmind.google | Genie 3 is a groundbreaking world model that generates diverse interactive environments in real-time at 24 frames per second and 720p resolution. It builds on previous models, allowing for enhanced consistency and realism, and supports the training of AI agents in rich simulation environments, paving the way towards artificial general intelligence (AGI). The model facilitates the creation of limitless training scenarios and interactive experiences, emphasizing the importance of games in AI research. | ||
roadmap.sh is a community initiative providing roadmaps, guides, and educational content to assist developers in choosing their learning paths. It includes links to all guides and videos available on the platform. | |||
automattic.design | Content consumption occurs in two modes: utilitarian, where users seek efficiency and direct answers for tasks, and experiential, where users seek emotional engagement and social connection. Effective design should accommodate both modes, allowing rapid switching between them, as seen in platforms like Duolingo and Pocket Casts. Understanding these modes can enhance content creation and user experience, ensuring that both utilitarian and experiential needs are met. | ||
Layercode offers a cloud platform for building low-latency voice AI agents, enabling easy integration of voice interfaces while maintaining backend control. It supports multiple voice model providers to prevent vendor lock-in and ensures reliable performance with smooth audio interactions. The dashboard facilitates the creation of real-time voice pipelines and provides transparency for monitoring and debugging. | |||
AI-powered photo editing studio aims to inspire buyers by showcasing a desirable lifestyle through marketing visuals. | |||
Opal is a new experimental tool from Google Labs that allows users to create and share AI mini-apps using natural language and visual editing. It simplifies the process of building workflows by chaining prompts, AI model calls, and tools without needing to code. Currently in public beta, Opal features a demo gallery with starter templates and enables users to share their apps for others to use with their Google accounts. | |||
A curated collection of LLM apps utilizing AI Agents, RAG, and various models from OpenAI, Anthropic, and others. The repository includes starter and advanced AI agents, multi-agent teams, voice AI agents, and tutorials for fine-tuning and memory integration. Contributions are encouraged to enhance the open-source ecosystem of LLM applications. | |||
Apple's "liquid glass" design, introduced at WWDC 2025, features a dynamic, refractive interface applied across all platforms, enhancing user interactions but raising concerns about legibility and accessibility. While the aesthetic is praised for its beauty, many worry about the contrast issues it creates, particularly for users with visual impairments. Developers are experimenting with recreating the effect using CSS, and Apple has provided resources for implementation, though the design's impact on usability remains a significant topic of discussion. | |||
Replit's AI agent mistakenly deleted the company database while attempting to streamline operations, highlighting the dangers of giving AI agents unchecked access. The incident underscores the need for strict oversight, including role-based access controls and approval requirements for sensitive actions. Additionally, AI-driven efficiencies are leading to job cuts in tech, while new AI tools like Perplexity's browser and GE Vernova's acquisition for grid monitoring are emerging. The key takeaway is to prepare for potential AI errors and ensure proper safeguards are in place. | |||
Self-imposed constraints in design can enhance creativity by forcing deeper exploration and resourcefulness. Limiting choices, such as color palettes or user actions, encourages inventiveness and clarity of intent. Mastery in design comes from practice within constraints, as seen in the experiences of designers like James Dyson. While AI can assist in generating ideas, true innovation requires human effort and critical thinking, emphasizing the importance of learning through limitations. | |||
rusticai.art | Train AI on product images to generate unlimited high-quality product photos, variations, and lifestyle shots, with examples provided for e-commerce and marketing assets. | ||
Effective design leadership requires collaboration between the Design Manager and Lead Designer, who each focus on different aspects of team health and craft. The Design Manager oversees psychological safety and team dynamics, while the Lead Designer ensures design quality and standards. Both roles must work together across three systems: the nervous system (people and psychology), the muscular system (skill development), and the circulatory system (strategy and flow). Clear communication, shared responsibilities, and understanding overlaps are essential for a healthy design team that can adapt and thrive. | |||
Photoroom's GitHub page was created on July 29, 2025, but lacks specific details about popular repositories. | |||
Webhound is an AI agent designed to build datasets, with a creation date of July 29, 2025. | |||
Pipedream is a platform for connecting APIs, AI, databases, and more, with a URL provided for access. | |||
munchmap-monalisa.github.app | Spark enables rapid development and deployment of applications using natural language, code, or clickable controls, with real-time live previews. It integrates AI features without complex setups, leverages GitHub tools for collaboration and version control, and allows users to build scalable SaaS applications quickly. Users can create prototypes and validate business ideas efficiently, while also building professional websites with interactive AI-powered features. | ||
Pipedream is a platform that connects APIs, AI, databases, and more, with a reference URL provided for further information. | |||
The Claude Code SDK allows developers to run Claude Code as a subprocess for creating AI-powered coding tools, supporting command line, TypeScript, and Python. It includes multiple authentication methods, detailed configuration for third-party APIs like Amazon Bedrock and Google Vertex AI, and features for multi-turn conversations, custom prompts, and security measures for tool permissions. The SDK supports various input and output formats, enabling seamless integration with development workflows, including automated code review and issue triage in GitHub Actions. | |||
Effective product teams consist of a designer, product manager, and engineering lead, collaborating to ensure products are desirable, viable, and feasible. The designer focuses on user needs, the product manager aligns with business objectives, and the engineering lead assesses technical feasibility. Successful collaboration across these roles is essential for delivering valuable products, with an emphasis on shared ownership rather than siloed responsibilities. | |||
As AI evolves, developers must choose between Java and Kotlin for AI development. Java remains popular due to its mature ecosystem and robust libraries, while Kotlin is gaining traction for its concise syntax and multi-platform capabilities. Kotlin's interoperability with Java allows for seamless integration, yet many still rely on Java libraries for AI tasks. Kotlin is increasingly favored for new projects, particularly in Android development, but Java's established tools and frameworks continue to make it a strong choice for scalable AI systems. | |||
Development leaders are increasingly recognizing design as a strategic driver of product success, with 75% stating its importance in software development. Strong collaboration between design and development teams enhances product quality, accelerates time to market, and improves customer satisfaction. As AI tools evolve, the need for design expertise grows, emphasizing that design is essential for refining AI outputs into user-friendly interfaces. Investing in design practices and fostering cross-functional collaboration are crucial for maintaining a competitive edge. | |||
AI is enabling designers to take on roles traditionally held by engineers, allowing them to prototype and fix design flaws independently. As roles flatten, generalists will thrive, and coding will become a natural extension of design work. While AI can assist in creating rough drafts, the importance of taste and professional refinement remains crucial. The shift towards doing more with less in the age of AI is exemplified by cross-role collaboration and the enjoyment of coding made easier by AI tools. | |||
Video titled "The New Code" by Sean Grove on YouTube, created on July 24, 2025. | |||
A free AI design tool allows users to create logos, T-shirts, social media posts, and more, with various design categories available including art, stickers, wallpapers, posters, and monograms. Users can start designing by visiting the provided link. | |||
AI is not the cause of the decline in web design; rather, it is the prevalence of templates that has led to a lack of originality and creativity. Websites have become standardized and forgettable, prioritizing efficiency and conversion over unique design. To revive web design, there needs to be a rejection of templates in favor of more expressive and unconventional approaches, embracing the chaotic and alive nature of creativity. | |||
Preserving scroll position enhances user experience by reducing interaction costs, especially on long pages. While it is generally beneficial to save scroll position, exceptions exist when content updates frequently or significant time has passed since the last visit. Understanding user intent is crucial; the least disruptive default is often to save the scroll position while providing options to reset it if needed. Thoughtful scroll behavior can significantly improve user satisfaction. | |||
intercom.design | In May 2025, Intercom's product design team held a hackathon to create an AI-driven website for "Intercom Design." The team built a basic site in a day, focusing on a "desktop collage" experience. Despite challenges with AI tool limitations, they achieved a minimum viable product (MVP) and later refined it using a different tool, Cursor. The revamped site is now live, showcasing design insights and content from the team, emphasizing the speed and independence of the design process. | ||
Explore Nokia's design processes through a graphic and interactive platform, with tips available for navigating the archive. | |||
In an era of advanced AI, design leadership is crucial for ensuring systems are explainable and ethical, prioritizing human welfare over mere performance. Designers must navigate complexities and advocate for transparency, creating AI that is safe, understandable, and equitable, while fostering trust and human agency. | |||
AI may impact design jobs, but it cannot replicate human taste and discernment, which are crucial for great design. While AI can automate tasks, the ability to make intentional design choices based on experience and understanding remains irreplaceable. Investing in one's taste is essential for staying competitive in the evolving design landscape. | |||
A recent design competition showcased how AI tools can level the playing field, allowing a non-designer to compete against a seasoned pro. While the experienced designer won, the match highlighted the potential of AI to enhance design processes and decision-making, raising questions about the future roles of designers in an AI-driven landscape. | |||
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Tinybird provides a scalable, real-time analytics backend that simplifies building and deploying APIs over large datasets, allowing developers to focus on coding without the complexity of infrastructure management. It offers fast performance, easy schema management, and efficient data pipelines, significantly reducing the need for additional engineering resources. | |||
Publishers are leveraging Figma to enhance their digital news design, streamline collaboration, and adapt to changing reader preferences, as seen in the redesigns of The New York Times, The Economist, and The Minnesota Star Tribune, which focus on user experience and brand consistency across platforms. | |||
Good system design prioritizes simplicity and minimizes stateful components to avoid complexity and potential failures. Effective use of databases, caching, background jobs, and event hubs are essential, along with a focus on logging, metrics, and graceful failure handling. | |||
A major rebrand for Fight, a leading Latin American production company, was executed by The Negra, focusing on modernizing its identity while retaining heritage. Key changes included dropping "Films" from the name, reimagining a tiger mascot into a bold wordmark, and utilizing contrasting typefaces to reflect both legacy and contemporary values, creating a cohesive and dynamic brand identity. | |||
Optische Korrekturen sind entscheidend fΓΌr visuelles Design und Architektur. Der Artikel untersucht, wie Illusionen wie die MΓΌller-Lyer-Illusion unsere Wahrnehmung beeinflussen und wie Designer, wie Paul Renner, diese Prinzipien in Typografie und Architektur anwenden, um Γ€sthetische und funktionale Ergebnisse zu erzielen. | |||
Apple announced a redesign of its operating system and introduced new features, but provided limited updates on AI advancements, raising concerns about its competitive position in the AI space. Analysts emphasize the need for Apple to accelerate its AI efforts amid regulatory challenges and market pressures. | |||
Design systems require specifying a colour space for accurate colour representation, with Display P3 offering a wider gamut than sRGB. OKLCH is useful for blending but can produce unexpected results with large hue differences. Tools like Pinwheel can assist in managing these colour spaces effectively. | |||
Builduo allows users to quickly prompt, edit, and deploy API backends to production in minutes, providing all necessary tools for efficient development. | |||
Spreeeng is a graphic design cooperative with members across major cities, focusing on editorial design, exhibition graphics, and visual identities. It promotes a horizontal model of distributed authorship and shared credit, while engaging in knowledge sharing through workshops and personal publishing projects. | |||
AI is reshaping design roles, requiring proactive leadership to define the future of design. Emphasize strategic vision, invest in design systems, and hire AI-literate, full-stack designers who can navigate the blurred lines between design and engineering. Act urgently to lead this transformation. | |||
Figma is launching a beta Dev Mode Model Context Protocol (MCP) server to enhance AI's ability to translate designs into coded applications by providing direct access to design data, reducing the effort required for AI coding tools. Upcoming updates will include remote server capabilities and deeper codebase integrations. | |||
Figma is launching a Dev Mode Model Context Protocol (MCP) server to help AI tools better translate designs into coded applications by providing direct access to design data, reducing the effort needed for accurate coding. Updates are expected soon, including remote server capabilities and deeper integrations. | |||
AI for Citizens aims to empower public institutions to utilize AI for enhancing public services, ensuring diversity, data security, and decentralization while reflecting community needs and fostering innovation. | |||
Focus on transforming the customer journey with an AI-first approach by mapping end-to-end experiences, addressing internal processes, and identifying low-impact tasks for improvement. Prioritize collaboration across teams and ensure AI enhances both customer and internal team experiences for better outcomes. | |||
Good design stems from imagination and inspiration, exemplified by initiatives like bike buses and Parkrun that foster community and health. Design can provoke change and illustrate future possibilities, emphasizing the need for creativity in shaping a better world. | |||
Non-technical individuals can use AI tools like Claude and Cursor to build websites that attract over 500 customers automatically, as explained in a 51-minute tutorial by Greg Isenberg. | |||
Apple unveils a new software design featuring Liquid Glass, enhancing user experience across iOS, iPadOS, macOS, watchOS, and tvOS with a focus on content and intuitive interactions. The design adapts dynamically to surroundings, improving navigation and personalization while maintaining familiarity across devices. | |||
A curated gallery for website design inspiration, updated daily, featuring hand-picked designs and templates for creatives, including options for real estate businesses and construction software. | |||
A comprehensive 21-lesson course on building Generative AI applications, covering topics from fundamentals to advanced techniques, with support for multiple languages and resources for further learning. | |||
gethomepage.dev | Highly customizable, fast, and secure application dashboard with Docker integration, supporting over 100 services and 40+ languages. Features include quick search, bookmarks, and various widgets, with easy configuration via YAML or Docker labels. Security measures recommended for personal data protection. | ||
In 2025, demand for developers will focus on AI, automation, and machine learning skills, with significant growth in job postings for generative AI. Core technical skills like React, Python, and data infrastructure expertise are increasingly sought after, while a tech skills gap poses challenges. Despite this, the job market remains promising, particularly in the Netherlands, with a projected increase in tech job openings and opportunities in major cities. | |||
FLUX.1 Kontext is a new suite of generative models for text-and-image-driven creation, allowing seamless image editing and generation by preserving relationships and unique elements in images. It enables flexible modifications through simple text instructions, ensuring high-quality outputs and iterative workflows without complex processes. | |||
Design should prioritize care, especially in public services and technology, to avoid carelessness that harms communities. The NHS's role in the 2012 Olympics exemplifies the importance of thoughtful design in fostering national pride and addressing societal needs. Care in design is essential for ensuring technology serves humanity effectively and ethically. | |||
SPACING Ventures is a design and engineering studio with a focus on innovative solutions, as indicated by their website and various grid items listed. | |||
To remain indispensable in the age of AI, designers should embrace strategic design, strengthen storytelling skills, frame conversations around outcomes, and sharpen data-judgment skills to interpret AI outputs effectively, ensuring they add value beyond automation. | |||
Apple's new Liquid Glass design, unveiled at WWDC 2025, hints at upcoming AR glasses, drawing inspiration from the Vision Pro headset. These glasses are expected to include cameras and Siri integration, aiming for a sleek, modern look that blends notifications into the user's environment. | |||
Fusion is an AI-powered visual canvas that integrates with existing codebases, enabling teams to collaboratively generate and edit code using natural language and visual tools. It supports complex workflows, integrates with design systems and APIs, and allows for real-time editing and feedback across roles, enhancing productivity and design consistency. | |||
Success in a design career is built on a hierarchy: prioritize adequate compensation for financial stability, then focus on edification through learning and skill development, while recognition should be a byproduct of good work rather than a primary goal. | |||
seths.blog | Effective user interaction design enhances AI experiences by offering multiple choices, reducing user stress, and fostering creativity. Prioritizing context-aware menus can lead to better outcomes and encourage exploration of options. Staying updated with the latest AI models is crucial for success. | ||
nothing.tech | The new website design has received positive feedback for its sleek and futuristic look, though there's an issue with the card popup functionality that affects scrolling. Users are excited about the update and look forward to ordering the Nothing phone soon. | ||
design.google | Google's Material 3 Expressive design system emphasizes emotional user experience, developed through extensive research involving over 18,000 participants. It aims to enhance usability and aesthetics, addressing user sentiments for more engaging app designs. | ||
Great design managers excel as individual contributors before leading; they must stay connected to modern design practices to effectively teach and support their teams, understanding the nuances of their work. Transitioning to management should be based on depth of experience, not just a desire for promotion. | |||
Innovators can prevent imitation by strategically incorporating design choices, such as adding errors to blueprints or mislabeling prototypes, to protect their intellectual property and enhance profitability. Managers can manipulate the imitability of knowledge through design mechanisms that inhibit competitors' understanding and motivation to replicate innovations. | |||
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Establishing strong design principles requires clear, opinionated choices that provoke debate. The question "versus what?" helps ensure principles are meaningful and enforceable, guiding teams to prioritize quality over deadlines and align on strategic decisions effectively. | |||
Anant Bhardwaj discusses the transformative role of LLMs in analyzing unstructured data, highlighting challenges with legacy RPA, the development of layout-aware models for document insights, and the potential of AI agents to automate actions based on data, emphasizing predictability over perfection in enterprise AI. | |||
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Web design will evolve dramatically in the next 100 years, potentially moving away from traditional websites to immersive experiences through VR, AR, and AI. The role of designers may shift towards creating dynamic environments rather than static pages, with AI possibly taking over many design tasks. The future could blur the lines between technology and human experience, emphasizing the need for creativity and empathy in design. | |||
Augment Code is an AI coding platform that enhances software development with a powerful context engine, integrates with popular IDEs, and offers features like smart application of suggestions, security, and customizable workflows for improved coding efficiency. | |||
Integrating localization into design systems is crucial for creating user-friendly products for diverse audiences. Key strategies include prioritizing multilingual principles early, using semantic design tokens, and leveraging tools like Figma for dynamic language switching while addressing challenges such as typography and layout adjustments for different languages. | |||
Apple's new UI updates signify a shift from static, flat designs to dynamic, adaptive interfaces that enhance human-computer interaction, moving towards a future where components are fluid and responsive rather than rigidly bound to screens. | |||
Despite increased digital connectivity, loneliness is rising due to shallow online interactions. The U-mee app aims to foster meaningful relationships and address this paradox by enhancing the quality of connections while ensuring accessibility for vulnerable groups. | |||
ArtemisOS enhances infrastructure security with AI-driven data intelligence and autonomy, featuring real-time surveillance data analysis and command & control capabilities, crucial for protecting critical infrastructure in Africa. | |||
Figma plugin allows users to publish 3D websites without coding, enhancing design resources and community engagement. | |||
Adopting an "AI-first" approach in content design requires a shift towards dynamic systems, modular frameworks, and rigorous evaluation processes to maintain quality at speed. Content designers must empower scalable production while ensuring clarity and user trust amidst rapid development changes. | |||
automattic.design | Automattic designers prioritize UI copy as a core design element, writing early and iterating with tools like Wordmattic to enhance clarity and accessibility. They emphasize clear, concise, and direct language, treating writing as integral to user experience. | ||
Mark Harris blends photo-collage and editorial illustration, drawing inspiration from movements like Constructivism and Dadaism, while embracing imperfection to challenge rigid design norms. His work reflects a contrast between youthful creativity and traditional aesthetics, emphasizing handmade qualities and human touch. | |||
Design is not dead; rather, misconceptions about its nature and the rise of AI have fueled skepticism. Designers must embrace collaboration, humility, and strategic problem-solving to rebuild trust and demonstrate their value in a changing landscape. | |||
A designer built Dreamcut.ai, a video editor using 50,000+ lines of code and Claude AI, without Figma or a team, showcasing impressive solo development skills. | |||
Pakistan's economy is hindered by low productivity growth, high external debt, and a lack of trust between citizens and the state. The military's increasing role in politics and the economy exacerbates these issues, while reliance on external debt and poor policy decisions lead to unsustainable economic conditions. Young citizens demand representation amidst growing disenfranchisement. | |||
Bias in design systems can stem from various origins, such as grassroots or top-down approaches, leading to discipline, product, and tooling biases. These biases impact who feels included in the system, ultimately affecting its adoption and effectiveness. Preventing bias involves engaging multiple disciplines, promoting micro-adoption, and focusing on alignment rather than linear processes. A circular, documentation-driven approach fosters empathy and creates a more inclusive design system. | |||
Good design provides the necessary structure for work by framing hypotheses as testable questions, clarifying what needs to be learned, and helping teams make assumptions explicit to drive meaningful progress and learning. Designers should create this structure when it is lacking in their teams or organizations. | |||
Simple design emphasizes focus, ease of use, and intentionality, but can limit a product's growth. Balancing simplicity with the need for features is crucial for evolving products while maintaining their core value. | |||
napkins.dev | Upload your website design image to receive a code build using React and Tailwind. | ||
A voice agent named Joe was built in a day without coding by utilizing various AI tools and APIs, demonstrating that anyone can create technology with the right process and resources. An AI-First Operator Bootcamp is offered to help others learn to build applications easily. | |||
AI is transforming programming, making it more accessible and expanding opportunities for innovation. The integration of AI tools is not replacing programmers but enhancing their capabilities, leading to new specialties and a renaissance in software development. Emphasizing collaboration with AI can unlock previously impossible projects and foster a new era of creativity in coding. | |||
seths.blog | Modern tools often prioritize quick results over deeper learning, leading to inefficiency and frustration. It's crucial to invest time in understanding complex tools to maximize their potential and avoid blaming them for misuse. | ||
The rise of AI will transform programming, making it more accessible and changing the skills required. While some fear job loss, history shows that new technologies create demand for skilled workers. Programmers will evolve to manage AI tools, leading to new opportunities and industries. The future of programming is about collaboration between humans and AI, not replacement. | |||
OpenAI has launched Codex, an advanced AI coding agent integrated into ChatGPT, capable of writing code, fixing bugs, and running tests. Initially available to ChatGPT Pro and Enterprise users, Codex aims to act as a virtual teammate for software engineers, while maintaining safety measures to prevent misuse. | |||
xpander.ai provides a Backend-as-a-Service for deploying AI agents quickly, enabling seamless integration with various systems, customizable agent behavior through the Agent Graph system, and self-service interface generation for custom software stacks. Start building AI agents today with minimal setup. | |||
AI's promise of doing all the hard work may diminish the joy and process of creativity, as true artists find fulfillment in the act of creating rather than just the end product. Outsourcing creative tasks to computers could strip away the essence of artistry. | |||
Create, scale, and publish high-quality ads quickly using AI-powered tools. Manage multiple brands, generate on-brand templates, and optimize ad performance across 100+ platforms with features like real-time updates and multi-language support. | |||
Rick Rubin reflects on his transformative encounters with Lao Tzu's teachings, emphasizing the importance of prompts in creative processes and inviting others to explore their artistic potential through personalized artwork generated from these themes. | |||
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Agent orchestration is emerging as the essential integration backbone for enterprises in the AI era, enabling intelligent workflows that enhance data interactions and customer engagement, while providing agility and security in operations. Early adopters are seeing improved efficiency and responsiveness, marking a shift from traditional integration methods to AI-driven orchestration. | |||
Anthropic's first developer conference in San Francisco focused on deploying an autonomous AI agent as a "virtual collaborator," highlighting the company's goal amidst the industry's push toward artificial general intelligence. | |||
Dynamic script generation revolutionizes AI assistants by allowing them to plan and execute complex tasks efficiently, reducing redundancy and enhancing capabilities through direct tool interaction, ultimately creating a more personalized and adaptable user experience. | |||
RE-Bench is a new benchmark for evaluating AI agents and human experts on ML research tasks, showing that AI agents outperform humans in short time frames but struggle with longer budgets. The benchmark emphasizes realistic tasks and aims to assess the risks of autonomous AI R&D capabilities. | |||
GraphReader is a graph-based AI system that addresses long-context processing in large language models by segmenting texts into a graph structure, enabling autonomous exploration and effective multi-hop reasoning. It outperforms existing methods, including GPT-4, in handling complex queries across various context lengths, paving the way for advancements in document analysis and research assistance. | |||
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Design Spells offers design details that create a magical experience, with a website launched on May 22, 2025. | |||
A method for efficiently analyzing videos using GPT-4-Vision and Whisper is presented, involving splitting videos into frames and creating a photo grid for better understanding. The approach highlights the irony of selective plant breeding through a satirical clip, while also noting limitations in audio transcription and image comprehension. Overall, it suggests improvements for future applications. | |||
Design teams utilize principles, heuristics, patterns, and charters to ensure consistency, usability, and collaboration. Each type serves a unique role: principles guide decisions, heuristics assess usability, patterns provide solutions, and charters define team dynamics, creating a cohesive design process. | |||
Federal funding for research is crucial for universities, and recent freezes could impact research nationwide. A visual analysis by the New York Times illustrates the distribution of this funding using various charts based on data from the National Center for Science and Engineering Statistics. | |||
Worldbuilding in retail enhances customer engagement by creating immersive, multi-sensory experiences. Key elements include choice, context, creativity, collaboration, and continuity, enabling customers to feel a sense of agency and fostering brand loyalty through personalized interactions and shared narratives. | |||
Cable and satellite TV subscriptions are declining, especially among younger generations, who prefer cheaper streaming options. While live sports remain a draw, many Gen Z and millennials find SVOD services costly and lacking in value, leading to frustrations over pricing and content availability. | |||
super.work | Super enhances workflows with AI search and customizable assistants, integrating seamlessly with existing tools to save time and improve efficiency across teams. It offers enterprise-grade security and compliance, ensuring data protection while providing instant answers and automating tasks. | ||
Craft effective prompts for HTML generation by specifying frameworks, component structures, responsive behaviors, and design inspirations. Utilize templates for common UI components and enhance designs with appropriate typography, animations, and device framing techniques. | |||
LLM operating systems leverage natural language processing to allow users to interact with computers intuitively, automating tasks and adapting to user preferences. Key advancements include AIOS, BabyAGI, and MemGPT, which enhance task execution and memory management, while challenges like reliability, performance, and ethical considerations remain critical for adoption. | |||
No-code is dead; vibe coding is emerging, utilizing AI to generate production-grade code from natural language, offering more control and flexibility than traditional no-code platforms. Users prefer a better way to write code rather than less code. | |||
A prompt builder allows for quick design generation with live previews from over 780 templates, enabling rapid iteration and code transfer from Swift to React, highlighting the impact of AI on development efficiency. | |||
Forecasts for the arrival of superhuman coding in AI vary, with some predicting 2027 and others suggesting a median of 2033. Key factors affecting this timeline include engineering complexity, feedback mechanisms, and cost-speed achievements, indicating significant challenges ahead before reaching superhuman capabilities. | |||
Breakthrough technologies promise to enable non-developers to create software, but historically, they increase the demand for developers skilled in the new tech. Engineers who adapt and specialize in these technologies, like LLMs, will find more career stability and opportunities as demand grows for maintaining and improving software. | |||
Traackr is a comprehensive influencer marketing software that offers campaign management, influencer collaboration, and extensive global data. It helps brands like Shiseido and Colgate-Palmolive optimize their influencer strategies and prove ROI through data-driven insights and expert support. | |||
Exploring the creation of a $10,000 brand using the world's first design AI agent, with a link to a related YouTube video. | |||
pre.dev | Pre.dev offers an AI-driven platform to estimate software project costs and connect clients with vetted developers, streamlining the development process and enhancing client engagement through visual tools and prototypes. | ||
AI agents are transforming back-end logic by automating database interactions, adapting business rules dynamically, and enabling natural language queries, leading to greater agility and innovation in software development. This shift challenges developers to create AI-ready systems while businesses gain competitive advantages through enhanced scalability and personalized experiences. | |||
Estimated revenue for AI Copilots and code editors as of January 2025 shows JetBrains at $593M, GitHub Copilot at $400M, and Cursor at $100M, with other tools like Bolt and Codeium generating significantly less. Data may be incomplete or inaccurate, and sources are noted for verification. | |||
No-code is dead; vibe coding emerges as AI-driven tools generate production-grade code from natural language, offering more control and flexibility than previous no-code platforms. Users prefer a better way to write code rather than less code. This marks the unbundling of no-code solutions. | |||
Cursor uses Merkle trees for efficient codebase indexing, allowing quick detection of changes, incremental updates, and privacy-preserving storage. The process involves chunking code, constructing a Merkle tree, generating embeddings, and periodic synchronization to optimize performance and data integrity. | |||
Cover Flow, originally popularized by Apple, can now be recreated on the web using modern CSS techniques like Scroll Snap and Scroll-Driven Animations, allowing for smooth, performance-optimized interactions without heavy JavaScript. This evolution showcases the potential of CSS for creating engaging user interfaces. | |||
Recent advancements in mechanized mathematics, particularly using the Lean Theorem prover, reveal insights into how mathematicians formulate and prove theorems. Tools like Lean Blueprints help track the formalization process, showcasing the evolution of proofs and offering a unique perspective on mathematical collaboration and problem-solving. Various active Lean projects illustrate different patterns of development and highlight the potential for future mathematical exploration. | |||
Researchers have identified the title and author of a sealed Herculaneum scroll as On Vices by Philodemus, using virtual unwrapping technology. This achievement, recognized with a $60,000 prize, opens new avenues for understanding Philodemus' ethical teachings and the On Vices series. | |||
julian.digital | Conversational interfaces often fail to replace traditional computing methods due to their slower data transfer speeds. While they can enhance user experience as supplementary tools, true efficiency comes from integrating AI seamlessly into existing workflows rather than relying solely on natural language interactions. | ||
The shift from "design thinking" to "product thinking" risks undervaluing UX design, which is crucial for innovation. Both approaches should coexist, blending deduction, induction, and abduction to enhance creativity and problem-solving in product organizations. | |||
The rise of neurotechnology in workplaces raises significant privacy concerns, as it can monitor brain activity and mental states without adequate legal protections for employee data in Australia. Urgent reforms are needed to safeguard brain data, similar to measures already implemented in places like Colorado and Chile. | |||
The reliance on humans for data entry in GTM processes leads to inefficiencies and inaccuracies. Effective execution requires structured data architecture, not just conversation intelligence. Automating data capture and improving workflows can enhance revenue operations and strategic insights. | |||
Daytona provides secure, scalable infrastructure for running AI-generated code with features like isolated sandboxes, real-time output, Git integration, and enterprise-grade security. It supports multiple programming languages and offers flexible pricing based on actual compute usage. | |||
Claude Code is an AI coding tool that enhances coding efficiency by executing tasks, explaining code, and managing git workflows through natural language. It is in research preview to gather developer feedback for improvements and ensures data privacy with limited retention and no training on user feedback. Installation requires npm and a one-time OAuth setup. | |||
AI is disrupting major content platforms like WebMD, Quora, and Chegg, leading to significant traffic declines, while Reddit and Wikipedia thrive due to authentic content and community engagement. User-generated content platforms like Substack are also growing amidst these changes. | |||
Defensive analysis reacts to crises, while offensive analysis proactively identifies growth opportunities. Companies often overlook offensive analytics due to urgency and a focus on damage control, but itβs essential for driving significant growth and competitive advantage. Conducting offensive analysis during stable periods can lead to major wins. | |||
nao is an AI code editor designed for data teams, offering features like SQL execution, data quality checks, and integration with data warehouses, enabling faster data shipping without compromising quality. It supports various programming languages, with a focus on SQL, and prioritizes data security. | |||
AI-powered video analysis and automated report generation for law enforcement, transforming hours of footage into concise reports and improving efficiency with intuitive workflows. | |||
Creating the perfect book cover involves collaboration between authors and publishers, with authors encouraged to express their preferences and provide visual references. A successful design process includes meaningful consultation, specific feedback, and understanding market trends to ensure the cover resonates with potential readers. | |||
Introducing Design Mode for Cursor integrates coding and design seamlessly, utilizing an AI agent for a fast, extensible experience, compatible with Windsurf and VSCode. Available for generalists and vibe coders. | |||
AI agents are transforming frontend development by automating tasks, optimizing code, and enhancing collaboration between design and development, allowing developers to focus on higher-level challenges while improving efficiency and user experience. | |||
microsoft.design | Overview of Windows design history, featuring a vibrant computer desktop with a colorful abstract background and a taskbar displaying icons and the current time. | ||
A guide for creating impressive UI code outlines techniques used in developing 120 components in a week, including frameworks, styles, and converting images and HTML to code, highlighting advancements in AI for user interface design. | |||
Designers should focus on learning how to prompt AI tools rather than coding, as these tools are evolving to assist in building designs more effectively. Thoughtful prompting leads to better outcomes, making it essential for designers to adapt and experiment with these new technologies. | |||
Generative AI enhances branding by enabling faster concepting and moodboarding, allowing designers to visualize ideas and create diverse visual assets efficiently. It frees up time for strategic planning and refinement, while maintaining a focus on ethical practices and collaboration. | |||
chai.new | Chai enables the creation of various AI agents for tasks such as email management, support, fitness planning, meal planning, social media, meeting notes, and productivity enhancement. | ||
DeepWiki is an AI-powered tool that generates interactive wikis for GitHub repositories by analyzing code structure, creating documentation, and visual diagrams, all organized in an easy-to-navigate format. Setup involves configuring API keys and starting backend and frontend servers. Contributions are welcome, and troubleshooting tips are provided for common issues. | |||
Ace AI provides a platform for enterprises and governments to create high-quality data for AI, focusing on trustworthy GenAI development, real-time feedback, and compliance. It offers synthetic data solutions to maintain case integrity and supports multimodal data handling while ensuring security and scalability. | |||
Common CSS navigation menu mistakes include small target areas, not using the gap property with Flexbox, unforgiving dropdown areas, lack of delay before closing dropdowns, and not animating anchor links. Simple CSS adjustments can enhance usability and user experience significantly. | |||
Dark mode enhances user comfort but poses accessibility challenges for some. Proper contrast, thoughtful color choices, and customizable options are essential for inclusive design, ensuring a better experience for all users, particularly those with visual impairments. | |||
Andrej Karpathy shared his experience at a vibe coding hackathon where he built a web app, expressing interest in the modern process of coding such applications. He also provided a link to his project. | |||
Happiness at work for designers and developers is influenced by factors like design's strategic role, hybrid work policies, effective leadership, collaboration, and empowering tools. A significant percentage report increased satisfaction, with AI positively impacting optimism and productivity. | |||
linear.app | The shift from traditional UI to AI-driven interfaces challenges designers to create consistent experiences without predictable user journeys. Emphasizing the need for structured forms, designers must build environments, like a workbench, that integrate AI tools effectively while maintaining user engagement and clarity. | ||
Regular exercise significantly enhances brain function, improving cognition, memory, and executive function across all ages. Activities like walking, yoga, and even active video games are effective, with benefits noticeable after just 12 weeks. Incorporating physical activity into daily life is crucial for mental health and cognitive performance. | |||
Digital accessibility is essential for equal educational opportunities, benefiting all learners by removing barriers and enhancing engagement. Educators can improve inclusivity through small changes and tools like Ally, fostering a flexible learning environment that adapts to individual needs and preferences. | |||
Travel to the U.S. from Europe has significantly declined year-over-year, particularly since the new administration took office, according to data from the International Visitor Arrivals Program. Charts illustrate this steep drop in popularity. | |||
The traditional triple diamond model in product development is insufficient; successful products require integrating go-to-market strategies from the start, including market research, positioning, messaging, and measuring adoption to ensure value delivery and customer engagement. | |||
NYC graphic designer James Anderson emphasizes a playful design philosophy influenced by his mother, combining informal training with experience to create unique logos and graphics that reflect human touch amidst the rise of AI in design. | |||
mrge enhances code review processes for software teams, enabling faster, higher-quality code shipping with AI-driven feedback, intelligent file ordering, and efficient PR management, all while ensuring data privacy. Pricing starts at $30 per active developer per month. | |||
microsoft.design | Exploration of Comic Sans highlights its fun, memorable, and accessible qualities, emphasizing the beauty of imperfection in design. | ||
Blockchain technology addresses traditional financial system flaws by reducing costs, improving transaction speed, enhancing accessibility for the unbanked, and increasing transparency, while also presenting challenges like technical complexity and regulatory uncertainty. Solutions like PayFi exemplify these benefits in a digital economy. | |||
A study finds that adolescents who develop gratitude over time are less likely to experience depression, especially when this gratitude boosts their self-esteem. Maintaining or increasing gratitude is crucial for mental health, highlighting the importance of sustained positive development during adolescence. | |||
spline.design | Hana is an interactive design platform that allows users to create engaging experiences through hover and touch interactions. Visit the app to explore its features. | ||
Research by Saul Justin Newman reveals that claims about extreme human longevity are largely unfounded, with many centenarians lacking proper documentation. This misinformation affects pension systems and health planning, highlighting the need for more accurate measures of human age. | |||
Regular exercise significantly boosts brain function, enhancing cognition, memory, and executive function across all ages. Activities like walking, yoga, and even active video games are effective, promoting mental sharpness and overall brain health. Incorporating physical activity into daily routines can help combat cognitive decline as the population ages. | |||
Claude Code is a flexible command line tool for agentic coding, offering low-level access for customization. Best practices include creating CLAUDE.md files for context, optimizing workflows with specific instructions, and utilizing multiple Claude instances for efficiency. The tool enhances coding productivity by integrating with GitHub and Jupyter notebooks while allowing for automation in CI environments. | |||
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Automate daily backups of n8n workflows to GitHub with email notifications for success or failure. Requires GitHub Fine-Grain Access Token and Gmail OAuth2 setup. Scheduled to run daily at 4 AM UTC. | |||
Collaborating with Yewno, we redesigned an intuitive interface for researchers to visualize and manipulate academic information, enhancing their ability to discover relationships within vast data repositories. | |||
Natural Language Processing (NLP) involves techniques like tokenization, preprocessing, and feature extraction to convert text into vectors for machine learning. Word embeddings improve upon traditional methods by capturing semantic relationships between words, allowing for better classification tasks. | |||
seths.blog | Obsolete designs persist due to cultural and systemic factors, even when they no longer serve their original purpose, highlighting the need to reassess their functionality and relevance in modern contexts. | ||
LetsData utilizes AI to detect early signals of InfoOps, including disinformation, synthetic identities, and impersonation, enhancing proactive security by uncovering risks beyond traditional methods. | |||
Video on using ChatGPT for data analysis, with links to related videos on writing, coding, and reasoning, showcasing various applications and insights. | |||
58% of families invest in the stock market, a trend that has increased over the decades, although recent economic downturns are affecting all demographics. | |||
Vibe coding, a term for using AI to code without reviewing the output, is gaining popularity but should not be confused with responsible AI-assisted programming. It's ideal for low-stakes projects, allowing both beginners and experienced developers to explore coding creatively while maintaining awareness of security and performance considerations. | |||
Google introduces the Agent2Agent (A2A) protocol to enhance AI agent interoperability, allowing agents from different vendors to collaborate seamlessly, improve productivity, and automate complex workflows across enterprise platforms. The open protocol is supported by over 50 partners and aims to standardize agent communication while ensuring security and flexibility in task management. | |||
Designers are evolving into conductors in an AI-driven landscape, where clarity of thought and communication replace technical skills. The focus shifts from execution to articulating vision, enabling rapid prototyping and experimentation with minimal friction. Embracing this change democratizes design, emphasizing taste and judgment as key differentiators. | |||
To measure feature impact, evaluate target audience percentage, adoption rate, retention rate, satisfaction score, and task completion rate. Low adoption may indicate poor visibility rather than failure. Use these metrics to prioritize and enhance product UX over time. | |||
A start-up, Nectome, aims to preserve human brains and memories using a technique called vitrifixation, which requires individuals to be near death. They have a waiting list for the procedure, but retrieving memories post-preservation remains uncertain. | |||
Some vehicles are labeled as American-made despite using mostly imported parts, while others considered imports may consist largely of American-made components, raising questions about what qualifies as American-made for tariff purposes. | |||
Competition in video entertainment is intensifying as social platforms attract audiences and ad dollars, while traditional studios face declining pay TV subscriptions and rising production costs. Consumers are increasingly favoring streaming and user-generated content, leading to a fragmented media landscape where studios must adapt by leveraging ad tech and collaborating with social platforms to remain relevant. | |||
Google DeepMind is excelling in AI with the Gemini 2.5 model leading in performance and cost-effectiveness, surpassing competitors like OpenAI and Anthropic. They are also integrating various generative AI tools across multiple domains, solidifying their dominance in the industry. | |||
convex.dev | Convex Chef is an AI app builder that excels in backend engineering, enabling the creation of complex apps like multiplayer games and social platforms with features like built-in databases, real-time UIs, and instant hosting. It integrates seamlessly with Convex's APIs for enhanced functionality and supports collaboration among builders. | ||
adobe.design | Effective design strategy at Adobe GenStudio focuses on aligning stakeholders, understanding business goals, and leveraging technology to create intuitive user experiences. Collaboration and strategic facilitation are key to building confidence and ensuring successful product development. | ||
composio.dev | Composio is an integration platform for AI agents, offering access to 250+ tools with managed authentication, simplifying integration, and enhancing reliability. It supports various frameworks and provides powerful RPA tools, enabling faster development and deployment of AI solutions. Users praise its effectiveness and customer support. | ||
Pipedream enables developers to quickly build applications connecting APIs with both code and no-code options, offering instant deployment, access to numerous APIs, and a user-friendly platform trusted by over a million users. | |||
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58% of families have investments in the stock market, a trend that has increased over the years. Historically, it was mainly for the wealthy, but accessibility has improved, although recent economic downturns affect all demographics. | |||
Guillermo Rauch announced that Secure vibe coding @v0 has prevented LLMs from generating vulnerable code in over 16,200 applications, avoiding 16,000 token leaks, including AI API keys and database compromises. | |||
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The video game industry, with over 3.32 billion players and significant box office success, is increasingly recognized for its artistic value, showcased in museums and fashion. Independent games are pushing creative boundaries, drawing inspiration from various art forms, while unique visual styles and soundtracks enhance the gaming experience, appealing to a new generation of players seeking tangible connections to their digital worlds. | |||
Elon Musk has criticized government spending, yet his companies have received substantial government funding, totaling $38 billion over two decades, primarily in recent years. This figure excludes classified contracts and other undisclosed grants and credits, suggesting the total may be even higher. | |||
Dylan Field and Garry Tan discuss the evolving role of AI in design, emphasizing the need for collaboration between designers and engineers, the importance of design quality, and the rapid pace of innovation. They reflect on Figma's origins, the significance of a strong design culture, and advice for founders to move quickly in today's fast-paced environment. | |||
TextAttack is a Python framework for generating adversarial examples, data augmentation, and model training in NLP, offering easy setup, various attack recipes, and support for multiple models and datasets. It enhances understanding of NLP models and improves robustness through adversarial training and data augmentation techniques. | |||
David Manheim praises Daniel Kokotajlo's accurate AI timeline until 2026, calling it impressive and nearly prophetic. Highlights and the original tweet can be found at the provided links. | |||
To enhance transparency in AI development, four measures are proposed: disclose in-development capabilities, share training goals and model specifications, publish safety cases for public discussion, and establish whistleblower protections. These steps aim to address information asymmetry and foster public insight into AI advancements. | |||
Explore agent-centered design for creating intelligent AI agents, focusing on defining roles, communication, and human-AI collaboration to enhance user trust and system integration in workflows. | |||
Manage vibe marketing workflows in Slack by involving your team, creating an easy review and approval cycle, and reducing manual editing with quick feedback through messages. | |||
IBM's open-source design system, Carbon, provides tools, resources, and a community for creating digital experiences, featuring components for various frameworks like React, Angular, and Vue, along with design kits for Figma and Sketch. | |||
Create a personal knowledge management system, or "Second Brain," to organize and manage information effectively, enhance creativity, and reduce overwhelm. Utilize digital tools to capture, organize, distill, and express ideas, ensuring a balance between order and creativity for optimal productivity. | |||
Vibe coding is a fun, low-stakes approach to using AI for programming without reviewing the code, but it's important to distinguish it from responsible AI-assisted programming, which requires thorough understanding and review for production quality. Everyone should have the ability to automate tasks, and vibe coding can help lower barriers to entry for new developers while offering experienced programmers a way to build intuition about LLM capabilities. | |||
exponent.run | Exponent is an AI programming agent designed for collaboration on software engineering tasks, offering features like running commands in the shell, performing multiple operations simultaneously, and integrating smoothly into local environments and CI workflows. Users appreciate its intuitive interface and reliability. | ||
Vapi offers voice AI solutions for developers, enabling integration with over 40 apps, multilingual support, and customizable workflows, while ensuring enterprise-grade reliability and security with 99.9% uptime and low latency. Join the community and explore career opportunities. | |||
Circleback offers AI-powered meeting notes, action items, and automations, enhancing productivity with features like accurate transcription, automatic follow-ups, and seamless app integration, all while ensuring data privacy and security. | |||
The Design Systems Report 2025 highlights trends in design systems, noting increased adoption of dedicated teams, challenges with resource constraints, communication hurdles, and the need for automation. Key findings include the importance of collaboration, trust, and effective governance in fostering successful design systems. | |||
Breadcrumbs are outdated in web design due to the shift towards dynamic, non-linear navigation. Modern user experiences prioritize contextual, predictive navigation and search-centric interfaces over traditional breadcrumb trails, which are now seen as redundant and counterproductive, especially in mobile design. | |||
AI is transforming programming, allowing non-coders to create software through natural language, but expertise remains essential to navigate errors and ensure creativity. The future of programming will evolve rather than become obsolete, emphasizing collaboration between humans and AI. | |||
composio.dev | Composio offers an integration platform for AI agents, supporting over 250 tools with managed authentication, enhancing reliability by 30%, and enabling faster development without integration concerns. Users praise its efficiency and extensive toolset for seamless AI integration. | ||
Implement cognitive accessibility in web design by following WCAG 2.2 guidelines, simplifying processes, providing clear navigation, and using plain language to enhance usability for all users, especially those with cognitive disabilities. | |||
Morale in design system teams is fragile due to industry challenges; discipline, focus, and patience are essential for maintaining a healthy work environment. Aiming for stability and predictable processes can help prevent burnout and improve team sentiment. | |||
Polar offers a monetization platform for developers with automated product benefits, simple checkouts, and premium features, including order processing and customer support. Pricing starts at $100 before VAT and taxes. | |||
stripo.email | Stripo offers a free drag-and-drop email template builder with over 1600 customizable templates, integration with 80+ ESPs, and tools for gamification and automation, making email creation easy for both code and no-code users. | ||
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Google and the Computer History Museum released the source code for AlexNet, a pivotal convolutional neural network that revolutionized AI in 2012 by demonstrating deep learning's capabilities in image recognition, significantly outperforming traditional methods. The code is now available as open source, providing insight into a key technological breakthrough that has shaped modern AI. | |||
Swiss design, rooted in the principles of functionality, craftsmanship, and color harmony, continues to influence modern design across various disciplines. On, a ZΓΌrich-based sportswear brand, embodies this legacy through innovative and functional products, emphasizing the balance between aesthetics and utility in their design philosophy. | |||
Polish in design refers to subtle details that enhance user experience, often unnoticed yet crucial for quality. It involves precise UI animations, anticipatory design, and an integral commitment to excellence throughout the design process, elevating products from good to great. | |||
Sam Altman emphasizes that mastering AI tools is now as essential as learning to code, with over 50% of coding tasks being automated. He suggests that while there is currently ample work for software engineers, advancements in AI may eventually reduce the demand for them. | |||
Mustafa Suleyman, now leading AI at Microsoft, is auditing OpenAI's algorithms, highlighting the complex relationship between the two companies as both collaborators and competitors. While Microsoft has rights to OpenAI's products, it may develop its own AI models in the future, raising questions about their partnership dynamics. | |||
Great software design prioritizes simplicity by eliminating potential failure modes, focusing on robust systems, and centralizing state to avoid complexity and data inconsistency, rather than relying on sophisticated features or exciting ideas. | |||
Linear, founded by Finnish entrepreneurs, emphasizes elegant software design for developers, aiming to simplify workflows and enhance user experience. The tool contrasts with Jira by being fast and minimally customizable, focusing on quality and craftsmanship to inspire better software creation. Linear's success reflects a shift towards valuing design and functionality in developer tools. | |||
Generative AI is revolutionizing design patterns by enhancing content interaction and decision-making, with applications in content rewriting, summarization, and scenario planning, pushing companies to innovate and integrate AI capabilities into their products for competitive advantage. | |||
Exploration of various data table design patterns, highlighting their sizes and applications in design contexts. | |||
Responsible design must balance solution creation with accountability for future consequences, emphasizing the need for designers to anticipate impacts rather than merely focusing on the creative process. Ignoring these responsibilities perpetuates societal issues, necessitating a shift towards conscientious design practices that prioritize ethics and human values. | |||
Decision fatigue in software development can lead to poor choices and technical debt. To combat this, explore options, document decisions, know when to refactor, and leverage automation to enhance productivity and maintain code quality. | |||
AI is standardizing product features and UI, raising the question of what differentiates a $100M product. Insights from a 50-page ebook on designing products in the AI age are shared. | |||
graphite.dev | Graphite is an end-to-end developer platform that streamlines workflows with features like suggested code changes from comments, detailed PR descriptions, automated fixes for CI failures, and the ability to stack PRs for faster approvals. It integrates seamlessly with GitHub and enhances team collaboration through a unified review experience and actionable Slack notifications. | ||
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Best resources for web designers include items like design graphic assets, website builders, UI kits, web design inspirations, and mockup generators. | |||
cline.bot | Cline is an open-source AI coding agent for VS Code that enhances team productivity by automating coding tasks, integrating with various environments, and providing enterprise-level security. It allows for quick setup, seamless integration, and offers access to advanced AI models with a focus on controlled development and collaboration. | ||
Roo Code is an AI-powered coding agent that enhances development efficiency by generating code, debugging, and automating tasks. It features multiple modes for various coding needs, customizable tools, and community support for collaboration and contributions. | |||
12 essential data structures for coding interviews include arrays for fixed-size collections with O(1) access and matrices for multi-dimensional representation of grids and graphs. | |||
Figma's CEO emphasizes the increasing importance of a designer's judgment and taste in the future of design and AI, particularly with the emergence of vibe coding, as discussed in a conversation with Dylan Field at YC. | |||
The design process should emphasize continuous iteration and empathy, integrating feelings with functionality to create meaningful products. Designers must advocate for beauty and maintain a strategic role in product leadership, ensuring that design is valued alongside technology. | |||
90% of designers are deemed unhirable due to cookie-cutter portfolios that follow a linear design process. Successful portfolios should reflect the messy, non-linear reality of design work, showcasing problem-solving skills and adaptability rather than adhering to idealized templates. | |||
A design system enhances team efficiency by providing a cohesive library of reusable components. Key steps include defining goals, auditing existing assets, organizing design elements, and ensuring accessibility while aligning with company objectives. Building in Figma allows for scalable and consistent design practices. | |||
CSS relative colors allow dynamic color generation, enabling easier modifications like opacity and variations without relying on pre-processors. This approach simplifies color management, enhances accessibility, and improves design consistency across elements. | |||
Designing in the browser allows for immediate feedback on design elements, leveraging web standards for fluid layouts and new features. It enhances collaboration and sharing, while also integrating with dedicated design tools for preproduction tasks. The approach emphasizes the importance of adapting designs based on real-time experiences in HTML and CSS. | |||
The Apple Design Awards 2024 celebrate innovative apps and games across categories like Delight and Fun, Inclusivity, Innovation, Interaction, Social Impact, Visuals and Graphics, and Spatial Computing, highlighting winners such as Bears Gratitude, oko, and Procreate Dreams for their exceptional design and user experience. | |||
penpot.app | A checklist for improving design accessibility includes guidelines for content, links, layout, navigation, color, typography, images, interaction, and form design, emphasizing the importance of usability for people with disabilities. Download the Accessible Design Checklist plugin for Penpot to facilitate this process. | ||
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Designing effective mobile interfaces requires understanding keyboard types and behaviors, including input field types, action buttons, and customization options across iOS and Android to enhance user experience. Proper keyboard usage is essential for seamless interaction. | |||
Airbnb's winter redesign emphasizes building trust with features like Guest Favorites, improving ease of use through better information architecture, and leveraging AI for enhanced user experience, signaling a shift away from flat design towards more dimensional aesthetics. | |||
The gpt-engineer repository has a token limit of 50k for the smallest files, which can be removed by adjusting the max tokens filter. | |||
Artist, designer, and front-end developer with over 10 years of experience creating for various brands, also enjoys running in circles for fun. |