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Vibe coding tips for product designers

Product designers can benefit from AI IDE tools like LLMs for prototyping and building smaller apps with Vibe coding.
Tools such as Bolt, v0, and Lovable simplify project setup, making it easier for designers to start coding.
Use powerful models to break down Product Requirements Document (PRD) into smaller steps for easier implementation.
Know your codebase by reading code in Cursor, helping troubleshoot and guide AI toward solutions.
Prompt the AI with clarifying questions to build context, essential for correct results and effective troubleshooting.
Utilize Git for version control, commit changes after feature implementations, and write descriptive commit messages.
Set high-level rules and project documentation in Cursor and Windsurf for consistent prompts and maintaining a database of project info.
Bring custom designs from Figma to code with a production-focused mindset, naming layers, creating clean hierarchies, and using dev mode.
For small UI changes, tweak manually instead of relying on AI prompts to save time and prevent unintended code alterations.
Iterate, learn, and have fun on your vibe coding journey with these tips for product designers using AI IDE tools.

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Dev

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DynamoDB Monitoring with cdk-monitoring-constructs

DynamoDB monitoring is crucial to prevent database failures and ensure smooth operations.
Manual CloudWatch alarm setup for DynamoDB can be time-consuming, error-prone, and hard to maintain consistently.
CDK Monitoring Constructs offer a code-based solution for defining monitoring for AWS resources like DynamoDB.
By integrating monitoring constructs into your infrastructure code, you can ensure version control and easy scalability.
A sample code snippet demonstrates how to set up comprehensive monitoring for a DynamoDB table using CDK Monitoring Constructs.
The setup includes dashboards, multi-level alarms, and best practice thresholds for efficient monitoring.
Key monitoring configurations include tracking system errors, throttled requests, and performance metrics like latency.
Enhancements such as adding SNS notifications and monitoring cost metrics can further improve monitoring capabilities.
Real-world lessons suggest setting progressive thresholds, monitoring user errors, and tracking GSI metrics for optimal performance.
Proper monitoring shifts the team's mindset from reactive firefighting to proactive optimization, leading to better decision-making and user experience.

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Dev

181

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Pure CSS Scroll Animations Compared To CSS Scroll Animations With Trig.js

Pure CSS scroll animations can be more complicated and less practical.
The issues with pure CSS scroll animations include overly complicated hacks, lack of dynamic position awareness, and limited flexibility.
Trig.js is introduced as a better solution, combining the simplicity of CSS with the power of JavaScript-driven scroll animations.
Trig.js offers the use of CSS variables, dynamic updates on scroll, more flexibility for creative scroll effects, and a simpler and enjoyable development experience.

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Hackernoon

384

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Angular Destroys React When It Comes to Scaling Enterprise Apps: Here's Why

Angular is highlighted as a strong choice for scalable apps, offering ease in transitioning from MVP to a full-fledged product and accommodating team growth.
The article emphasizes the importance of selecting the right framework for efficient app scaling to avoid costly rework and messy code.
Angular is favored for its ability to manage growth seamlessly, supporting transitions from small teams to large-scale operations.
The complexities of tool choices in app development are discussed, showcasing the trade-offs between low and high complexity options.
Angular's attributes, such as standardized approach and structured scalability, are praised for simplifying app development for large-scale projects.
The necessity of structuring development teams and code for scalability is highlighted for managing business-critical features efficiently as the app expands.
Angular's built-in features like lazy loading, tree shaking, and performance optimizations contribute to enhanced app responsiveness and speed.
The article underlines Angular's focus on user experience along with performance, contrasting with complexities seen in React development.
Angular's memory leak prevention feature via automatic unsubscribing from Observables is discussed as a means to reduce unnecessary technical debt.
In conclusion, Angular is recommended for long-term growth, reducing development risks, and enabling efficient and effective feature delivery.

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Medium

348

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Ng-News 25/12: Nx Angular Week, Deprecation PR *ngIf/For/Switch

Angular product lead, Minko Gechev, stated that Zone.js will likely never go away and the plan to make RxJS optional is still ongoing.
Nx, an alternative to the Angular CLI, recently hosted an “Angular Week” and highlighted their contributions to the Angular ecosystem, including integration of modern testing tools and support for Rspack.
The deprecation of the three structural directives *ngIf, *ngFor, and *ngSwitch in Angular was proposed by Matthieu Riegler from the Angular team in favor of the new control flow syntax: @if, @for, and @switch.
Matthieu Riegler, a prominent Angular contributor, recently announced that he is now working full-time on Angular as a contractor.

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Medium

303

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Readme Driven AI Development: Bringing Structure to Vibe Coding

The term 'Vibe coding' refers to using Large Language Models (LLMs) to solve problems with small context.
LLMs possess programming capabilities, allowing tasks such as generating code snippets or reviewing code.
To build an entire project through 'vibes,' traditional software engineers need the essential tools like versioning and structure.
The concept of Readme Driven Development aligns with using AI assistance, combining the power of AI with traditional software engineering practices.

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Dev

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How to Deploy a Vite React App to GitHub Pages

To deploy a Vite React app to GitHub Pages, follow these steps:
Create a new project using Vite and install dependencies
Set the base path in vite.config.ts
Add a GitHub Workflow to build and deploy the app

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Medium

117

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You Never Forget Your First Product

The author shares their experience of creating their first product, a table and chair set for self-service restaurants.
The product was designed with a focus on comfort, durability, and sustainability, aligning with ESG policies.
The challenge was to create a balance between comfort and turnover for self-service restaurants.
The author reflects on how their first product shaped their thinking as a Product Manager, emphasizing the importance of understanding user needs.

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Dev

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Next.js shallow search params routing

Next.js shallow search params routing
The ability to do shallow navigation is no longer available in App Router hooks in Next.js.
To persist the state in the URL without unnecessary server round trips, you can use the browser native History API.
An alternative library called nuqs is available for making search params a first-class citizen in Next.js.

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Dev

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How to Make Conventional Commits a Lasting Habit?

Conventional commits often fade away due to the tedious syntax and lack of consistency.
Convcommit is a CLI tool that helps to ensure consistent and structured commit messages.
It guides users through commit message selection and suggests previous messages.
Using convcommit can help develop muscle memory and maintain a clean commit history.

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Medium

402

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DigiByte’s Taproot Activation: A Game-Changer for Speed, Security, and Savings

DigiByte has introduced the Taproot activation via a BIP 9 soft fork, bringing Merkelized Alternative Script Trees (MAST) and Pay-to-Taproot (P2TR) features.
Taproot promises lower fees and improved transaction efficiency on DigiByte by leveraging Schnorr Signatures.
The upgrade enhances flexibility and scalability by allowing DigiByte to handle complex smart contracts disguised as simple transactions.
Taproot strengthens transaction integrity and reinforces DigiByte's reputation as a secure and trustworthy option in the crypto space.

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Medium

122

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Space Travel for Language Models: How SuperBPE Revolutionizes Tokenization

Researchers from the University of Washington, NVIDIA, and the Allen Institute for AI have challenged the assumption that language models should tokenize words based on word boundaries.
Their paper on 'SuperBPE: Space Travel for Language Models' suggests that allowing tokens to cross word boundaries makes language models more efficient and capable.
The research found that this approach leads to up to 33% fewer tokens, requires 27% less computational power, and improves performance by 4% across diverse tasks.
By questioning the convention of word-based tokenization, the study demonstrates the advantages of token travel between words.

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Medium

325

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The Subscription Swindle: How Software Became a Never-Ending Money Pit

Software subscriptions have become a never-ending money pit for users.
Consumers often find themselves charged for services they don't remember using.
Software companies have shifted from one-time purchases to ongoing subscriptions.
This has led to users paying significantly more over time.

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Medium

339

THE HABIT CONTRACT

Wearing a seat belt has become enforceable by law in 49 states and the number of people wearing seat belts has increased significantly over the years.
Laws and regulations represent a social contract that shapes our habits by collectively agreeing to abide by certain rules and enforcing them as a group.
Creating a habit contract can help individuals hold themselves accountable by committing to a particular habit and establishing consequences if they fail to follow through.
Bryan Harris, an entrepreneur from Nashville, Tennessee, used a habit contract to commit to healthy eating and involved his wife and personal trainer as accountability partners.

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Dev

384

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An overview of rules based ingestion in DataBridge

DataBridge leverages Language Models (LLMs) guided by user-defined rules for consistent document processing, eliminating the need for custom pipelines.
The rules system allows metadata extraction and content transformation, wherein rules are applied sequentially to document content.
MetadataExtractionRule extracts structured data from documents into searchable metadata based on defined schemas.
NaturalLanguageRule transforms document content as per natural language instructions like redaction or summarization.
DataBridge supports multiple LLM providers like OpenAI and Ollama, configured through the databridge.toml file.
Rules processing logic involves document parsing, validation, applying prompts, LLM interaction, and storing results based on rule types.
DataBridge chunks large documents for efficient processing and provides the option to adjust batch_size for performance optimization.
Effective rule creation involves specific prompts, rule sequencing, LLM selection based on task complexity, and engineering high-quality schemas.
DataBridge's rules-based ingestion system is versatile for various use cases such as resume processing, medical record management, and legal document analysis.
With a balance of simplicity on the client-side and power on the server-side, DataBridge offers flexibility, performance, and easy adaptation for diverse document processing needs.

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