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Medium

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AI and Machine Learning Solutions: Transforming Businesses with Innovation

AI-powered business automation solutions streamline tasks and enhance productivity.
Machine learning consulting services help organizations extract meaningful insights and make data-driven decisions.
AI-driven analytics solutions empower businesses to gain deeper insights and drive growth.
Yatiken offers AI and machine learning solutions for businesses to thrive in a competitive market.

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Medium

301

LLMs vs. Small Language Models: Choosing the Right AI for Your Business

LLMs, or large language models, are AI systems trained on extensive datasets and are proficient at multiple tasks.
Advantages of LLMs include handling a spectrum of tasks and quick adaptation to new information.
Challenges of LLMs include high resource requirements and less accessibility for smaller enterprises.
SLMs, or small language models, are tailored to specific industries or tasks and have advantages such as lower computational power requirements and high accuracy in specific tasks.

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TechBullion

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Why Security Should Be a Priority in Every Stage of Software Development?

Security should be a priority at every stage of software development, from design to deployment, and maintenance. Incorporating security from the start is crucial to protect data, privacy, and reduce vulnerabilities.
Failing to prioritize security in the development lifecycle can lead to data breaches, financial losses, and reputational damage. Ignoring security initially increases the risks associated with software vulnerabilities.
Incorporating secure APIs like OAuth2 token-based authentication early on helps to reduce the chances of unauthorized access and data breaches, securing critical information.
Addressing security early in the software development process reduces long-term costs and avoids unnecessary disruptions. It's 30 times more expensive to fix vulnerabilities later in development.
Security needs to be added and identified in each stage of the software development lifecycle, starting from requirements gathering and planning to design, development, testing, and deployment.
Security frameworks like OWASP, ISO/IEC 27001, and NIST help establish a strong foundation for security throughout the software development lifecycle.
Prioritizing security from the beginning can save both money and time, reducing the risk of post-launch fixes and the impact of data breaches.
Early integration of security measures simplifies the development process, reduces delays, and ensures compliance with regulations like GDPR and HIPAA.
Security also builds customer trust, as consumers are likely to stop using services after a data breach. Security is an investment that protects the future and is essential in the evolving landscape of technology.
The future of software security is expected to be influenced by technologies like artificial intelligence, blockchain, IoT, and cloud security, emphasizing the need for ongoing evolution and integration of security measures.

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Dailydesignernews

223

What Can an SEO Company Do for Your Business?

SEO companies play a crucial role in boosting online visibility and increasing website traffic.
They help in discovering key or niche words, optimizing content, and improving technical SEO.
SEO agencies focus on building backlinks and monitoring the performance of the website.
They also adapt to algorithm changes and implement local SEO strategies for businesses.

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Medium

333

Missed user constraints

Understanding user constraints is crucial in designing effective solutions.
By identifying the constraints that impact user decision-making, design constraints can be determined.
Failing to consider user constraints can lead to building unusable products and financial failure.
Recognizing and addressing first-order constraints can lead to better serving users and avoiding competition.

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Medium

337

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How I Decided to Figure Out Which Technologies Are Popular Today, and Ended Up Creating GitHub…

The author decides to compare the popularity of technologies and creates a tool for analyzing trends on GitHub.
Using Google Trends and other sources, the author finds limitations in assessing technology popularity.
The author conducts manual analysis of cross-platform RPC frameworks on GitHub to compare their popularity.
The author introduces the concept of Hirsch index to measure the popularity of technologies and frameworks on GitHub.
The author proposes Star H-Index and Fork H-Index to assess visibility and community participation of projects.
A web application called GitHub Trend Analyzer is created by the author to automate the analysis process.
The analysis using the tool shows gRPC as the leader in popularity among RPC technologies on GitHub.
The tool also reveals trends in the popularity of technologies over time, with gRPC showing rapid growth.
SOAP's stability in popularity might be attributed to its usage in educational projects on GitHub.
The GitHub Trend Analyzer allows for trend analysis of various technologies and frameworks on GitHub.

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Medium

121

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A real world practical use case of MCP with Xero

Xero MCP offers practical use case with Claude.
Xero MCP provides a list of available tools.
Access to Xero is confirmed in Claude.
Invoice creation for a customer, MCP's R us, demonstrated.

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Medium

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Edge Computing vs Cloud Computing: What’s Best for Your Business?

Edge computing processes data closer to the source, reducing latency and bandwidth use.
Cloud computing involves storing and processing information on remote servers, offering scalability and flexibility.
Edge computing is faster and more suitable for real-time applications, while cloud computing may introduce latency.
Edge computing keeps sensitive data close to the source, potentially reducing the risk of large-scale data breaches.

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Medium

278

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UI/UX Design vs. Software Development in 2025: Which Career Should You Choose?

By 2030, 170 million new jobs will emerge worldwide in UI/UX design and software development.
AI tools like Bolt are blurring the lines between design and development.
UI/UX design is not just about making things pretty; it involves more than just coding.
Both UI/UX design and software development fields are growing at 20% annually.

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Medium

159

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10 AI-Powered Coding Hacks to Supercharge Your Development Workflow (and Avoid Costly…

Developers are increasingly using AI tools to write code, but often end up with unstructured projects.
To succeed with AI, it is important to structure code, develop strategy, and automate smartly.
Create a product requirements document for better organization and reference.
Use AI programming tools like V0, Lovable, or Bolt to generate functional UI screens and refine and integrate business logic with Cursor IDE.

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Medium

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What is a self service remittance kiosk? Is it right for you?

Self-service remittance kiosks are automated machines designed for easy and quick money transfers.
These kiosks are accessible 24/7 in high-traffic locations and offer lower transaction fees.
Consider technical issues and security when using self-service remittance kiosks.
Overall, kiosks provide a modern, efficient, and cost-effective alternative for secure money transfers.

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Javacodegeeks

231

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Returning JSON Responses in a Micronaut Controller

Micronaut is a Java framework for building lightweight and fast microservices with seamless JSON handling for RESTful applications.
Steps involved in returning JSON responses in a Micronaut controller include setting up the project, creating a data model, and writing unit tests.
Setting up a Micronaut project involves using either the Micronaut CLI or Micronaut Launch tool to generate a Maven-based project.
A data model, like the Product class used in the example, can be annotated with @Serdeable to enable easy serialization and deserialization.
@Serdeable is a part of Micronaut's serialization mechanism that allows classes to be automatically serialized and deserialized efficiently.
Returning a single JSON object in a Micronaut controller involves using annotations like @Get and @Produces(MediaType.APPLICATION_JSON).
Returning a list of JSON objects is also supported in Micronaut controllers and can be achieved by returning a collection of objects.
Unit tests can be written for Micronaut controllers using @MicronautTest annotation and built-in support for testing with HttpClient.
The provided code examples demonstrate how to test the endpoints that return single and multiple JSON objects, ensuring correct responses.
In conclusion, this article explained how to efficiently return JSON responses in a Micronaut controller, set up a project, and write unit tests for API verification.

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Gritdaily

188

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H2Plus Targets PFAs Crisis with Innovative Water Treatment Technology

H2Plus, a startup focused on PFAs remediation, offers an innovative water treatment technology to tackle the PFAs crisis in the United States.
Most solutions redirect PFAs to landfills or incinerators, but H2Plus destroys the chemicals outright by breaking down the carbon-fluorine bonds using a patented restructured water molecule in gaseous form.
Pilot tests in Michigan and Tennessee showed an average reduction of 99% in PFAs, meeting EPA drinking water standards with no concentration of PFAs elsewhere.
H2Plus's technology operates with lower energy consumption compared to alternatives like supercritical water oxidation and aims to eliminate PFAs in industries and cities under regulatory pressure.

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Towards Data Science

404

Graph Neural Networks Part 3: How GraphSAGE Handles Changing Graph Structure

GraphSAGE is introduced as a solution to issues with GCNs and GATs, such as generalization and scalability problems.
GCNs and GATs struggle with generalizing to unseen graphs, requiring the same structure as training data.
GraphSAGE addresses scalability by sampling neighbors and aggregating features efficiently.
Sampling neighbors and aggregating their features are crucial steps in the GraphSAGE architecture.
Aggregation functions like mean aggregation, LSTM, and pooling are utilized in GraphSAGE.
Node representations are updated by combining previous features with aggregated neighbor features in GraphSAGE.
GraphSAGE allows information flow from distant neighbors through repeated layers in the network.
GraphSAGE is implemented in PyG, making it easily usable in PyTorch for predicting on graphs.
Results comparing GraphSAGE with GCN and GAT show superior performance on small datasets like Cora.
GraphSAGE exhibits impressive improvements in accuracy compared to GCN and GAT in the experiments.

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Medium

361

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ChatGPT Goes Ghibli: New Feature Transforms Text into Animated Magic

ChatGPT has introduced a new feature that transforms text into animated images with a Ghibli film style.
The AI models used by ChatGPT are trained to replicate the colors and character styles of Ghibli films, creating images that capture the unique Ghibli vibe.
Users can input descriptive text prompts to generate Ghibli-inspired concept art, storyboards, and character designs, providing creative applications for artists, writers, and businesses.
There are ethical considerations to keep in mind, such as copyright restrictions and the potential for biases in AI-generated content.

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