Author: JAMIUL ISLAM - Page 3
Prompting as Programming: How Natural Language Became the Interface for LLMs
Natural language is now the primary way humans interact with AI. Prompt engineering turns simple text into powerful programs, replacing code for many tasks. Learn how it works, why it's changing development, and how to use it effectively.
Secure Human Review Workflows for Sensitive LLM Outputs
Human review workflows are essential for securing sensitive LLM outputs in regulated industries. Learn how to build a compliant, scalable system that prevents data leaks and meets GDPR and HIPAA requirements.
Board-Level Briefing: Strategic Implications of Vibe Coding for 2026
Vibe coding lets non-engineers build software with AI-but at what cost? Boards must understand its risks: hidden tech debt, legal liability, and system failures. Here’s how to use it safely in 2026.
Data Retention Policies for Vibe-Coded SaaS: What to Keep and Purge
Vibe-coded SaaS apps collect too much data by default. Learn what to keep, what to purge, and how to use precise AI prompts to avoid GDPR fines and reduce storage costs.
Vibe Coding for IoT Demos: Simulate Devices and Build Cloud Dashboards in Hours
Vibe coding lets you build IoT device simulations and cloud dashboards in hours using AI, not code. Learn how to simulate sensors, connect to AWS IoT Core, and generate live dashboards with plain English prompts.
Customer Support Automation with LLMs: Routing, Answers, and Escalation
LLMs are transforming customer support by automating responses, smartly routing inquiries, and escalating only what needs human help. See how companies cut costs, boost satisfaction, and scale support without hiring more agents.
Scaling Multilingual Large Language Models: How Data Balance and Coverage Drive Performance
Discover how balancing training data across languages-not just adding more-dramatically improves multilingual LLM performance. Learn the science behind optimal sampling and why it's replacing outdated methods.
How to Choose Between API and Open-Source LLMs in 2025
In 2025, choosing between API and open-source LLMs comes down to performance, cost, and control. Open-source models like Llama 3 now match proprietary models in most tasks, with 86% lower costs-but they demand technical expertise. APIs are easier but expensive at scale.
Design Systems for AI-Generated UI: How to Keep Components Consistent
AI-generated UI can speed up design, but without a design system, it creates inconsistency. Learn how design tokens, constraint-based tools, and human oversight keep components unified across digital products.
How Generative AI Is Transforming Prior Authorization and Clinical Summaries in Healthcare Admin
Generative AI is cutting prior authorization time by 70% and improving clinical summaries in U.S. healthcare. Learn how tools like Nuance DAX and Epic Samantha reduce burnout, save millions, and what still requires human oversight.
Access Control and Authentication Patterns for LLM Services: Secure AI Without Compromising Usability
Learn how to secure LLM services with proper authentication and access control. Discover proven patterns like OAuth2, JWT, RBAC, and ABAC-and avoid the most common mistakes that lead to prompt injection and data leaks.
Continuous Documentation: Keep Your READMEs and Diagrams in Sync with Your Code
Stop wasting time on outdated READMEs and diagrams. Learn how to automate documentation sync with your code using CI/CD tools, AI, and simple workflows - so your docs always match reality.