​Get ready to roll up your sleeves and dive into Fri-DIYs, a series of in-depth, 2-4 hour workshop-style sessions offering hands-on experience with AI technologies. With a small group size of 20 - 30 participants, Fri-DIYs provide an intimate and focused learning environment to deepen your skills and apply AI in real-world scenarios.

​​These sessions are exclusively for Lorong AI members.

​S1E3: Smart, Secure, Scal(AI)ble

​Generative AI skills and expertise are indispensable for current and future modern and AI Powered applications. Ensuring that any deployed GenAI components are secure and optimized to align with the organization’s overall AI strategy is paramount.

​In this episode, we feature F5 - a global leader in application security and delivery, as they guide us through the essential aspects of GenAI implementation and security. As pioneers in AI Gateway solutions and application protection, F5 brings their expertise in securing and optimising AI-powered applications at enterprise scale.

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Workshop Outline

Background and intro - 0.5hrs

• ​Intro to UDF Lab

• ​Seven AI Building Blocks

• ​Quick walkthrough Class 2 to Class 4 to build foundation for Class 5

​Technical Lab (Class 5) - 1.5hrs

• ​Securing a GenAI Apps with AI Gateway. Learn how to secure a GenAI Chatbot and apply the following discipline of OWASP Top 10 for LLM Apps.

  • ​ Prompt Injection (OWASP Top - LLM01:2025)

  • ​ Sensitive Information Disclosure (OWASP Top - LLM02:2025)

  • ​ System Prompt Leakage (OWASP Top 10 - LLM07:2025)

• ​Delivery and Optimization. Learn how to efficiently deliver and optimize a GenAI traffic.

  • ​LLM traffic routing based on language and code detection.

​In the lab, participant will experience the design and construct of a typical GenAI Apps. Participant will also hands-on with various language model and AI tools such as  low-code LLM orchestrator (Flowise), Vector databases (Qdrant), Open-WebUI and F5 AI gateway.

​Q&A - Securing Agent AI Demo - 0.5hrs

• ​What is Agent AI (Demo) and how to secure an AI Agent infrastructure

• ​Seven key security control

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More information here: https://clouddocs.f5.com/training/community/genai/html/
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​Whether you're developing GenAI solutions or managing AI infrastructure, this session will equip you with actionable insights to enhance your organisation's AI capabilities while maintaining robust security standards.

​Who should attend: Technical leads, AI practitioners, security specialists, and solution architects

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About Lorong AI

​​Lorong AI is a co-working hub where AI practitioners connect, share knowledge, and grow through curated programming and a collaborative environment. Home to programmes like AI Wednesdays, AI ToolsDays, and Fri-DIYs, Lorong AI provides hands-on workshops, technical deep dives, and opportunities to tackle real-world challenges in AI.

​*Please note that the views expressed by the speakers during these talks and events are their personal views only, and do not necessarily represent the official views of the Singapore Government. The Singapore Government neither endorses nor assumes responsibility for any content presented.