Tutorials on Security

Learn about Security from fellow newline community members!

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  • JavaScript
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  • Deno
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  • Python
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  • React
  • Angular
  • Vue
  • Svelte
  • NextJS
  • Redux
  • Apollo
  • Storybook
  • D3
  • Testing Library
  • JavaScript
  • TypeScript
  • Node.js
  • Deno
  • Rust
  • Python
  • GraphQL
NEW

Distributed LLM Inference on Edge Devices: Key Patterns

Distributed LLM inference lets large language models run across multiple edge devices like smartphones, IoT sensors, and smart cameras. By splitting the model into smaller parts, each device processes specific sections, reducing the need for cloud-based infrastructure and keeping data local. This…
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
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Best Practices for API Integration in Vibe Coding

Learn essential API integration practices to ensure seamless, secure, and efficient workflows in your coding projects.
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
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Top 7 Tools for Prompt Evaluation in 2025

Explore essential tools for evaluating AI prompts in 2025, enhancing performance, reliability, and cost management.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
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Apache Kafka for Real-Time LLM Event Streaming

Explore how Apache Kafka enables real-time event streaming for large language models, enhancing scalability and reliability in AI applications.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
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Fine-Tuning LLMs for Edge Real-Time Processing

Explore the challenges and strategies for fine-tuning large language models for edge devices to enhance real-time processing, security, and efficiency.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
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How to Build a Prompt Evaluation Framework

Learn how to create a structured Prompt Evaluation Framework to enhance accuracy, consistency, and safety in AI model outputs.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
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How Retrieval-Augmented Generation Handles Data Privacy

Explore the privacy risks and protections of Retrieval-Augmented Generation systems, focusing on data security in sensitive industries.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
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NEW

Best Practices for API Integration in Vibe Coding

Want to make your API integrations seamless and secure? Here's a quick guide to the essentials:
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
•Last Updated:
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How To Monitor LLMs With Automated Alerts

Effective monitoring of large language models is crucial for performance and security, utilizing automated alerts for real-time problem detection.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
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Scaling Async LLM APIs: 7 Key Practices

Learn effective strategies for scaling LLM APIs, focusing on performance, resilience, and security in high-demand environments.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
•Last Updated:
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Ultimate Guide to Data Security in AI Workflow Automation

Explore essential strategies for securing AI workflows against data breaches, insider threats, and compliance challenges in a rapidly evolving landscape.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
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Checklist for LLM Compliance in Government

Ensure compliance with LLM regulations in government by following this comprehensive checklist to mitigate risks and uphold ethical standards.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
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MCP in Enterprise AI: Use Cases and Benefits

Explore how the Model Context Protocol (MCP) is revolutionizing enterprise AI integration, enhancing security, and improving operational efficiency.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
•Last Updated:
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Audit Logs for LLM Pipelines: Key Practices

Learn key practices for implementing audit logs in LLM pipelines to enhance security, ensure compliance, and improve operational efficiency.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
•Last Updated:
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How to Secure LLM Pipelines Against Adversarial Inputs

Learn how to safeguard LLM pipelines from adversarial attacks with effective strategies and solutions to protect sensitive data.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
•Last Updated:
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Fine-Tuning LLMs with Privacy in Mind

Explore essential strategies for fine-tuning large language models while prioritizing data privacy and security in compliance with regulations.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
•Last Updated:
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Top 7 API Security Practices for LLM Pipelines

Protect your LLM pipelines from evolving threats with these 7 essential API security practices, ensuring data integrity and operational reliability.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
•Last Updated:
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Hybrid Cloud vs. On-Premise LLM Deployment

Explore the advantages and challenges of hybrid cloud versus on-premise deployment for large language models, focusing on scalability, security, and cost.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
•Last Updated:
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Integrating LLMs with Legacy Systems: Challenges

Explore the complexities and solutions for integrating Large Language Models with legacy systems, focusing on challenges, benefits, and optimized methods.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
•Last Updated:
00
Read Full Article

Best Practices for API Integration in Vibe Coding

Learn essential API integration practices to ensure seamless, secure, and efficient workflows in your coding projects.
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
•Last Updated:
00
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NEW

Row Level Security in NodeJS

If you are using PostgreSQL for storing data of multiple users, you might want to apply row-level security, or RLS. It’s good practice even if you are manually writing all the queries you send to your database but it’s especially important if you have any type of LLM or similar generating queries…
Image of Author Kristian Dupont
Kristian Dupont
I write code, I help teams write code and I help companies create teams that write code. I am a fullstack developer at Invert and am the author of Fullstack Typescript with TailwindCSS and tRPC Using Modern Features of PostgreSQL.
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