Developer Toolkit

AI Agents, RAG, and Modern Web Development Resources

Build smarter with our curated collection of guides and playbooks covering agentic AI, retrieval-augmented generation, multimodal models, on-device intelligence, and headless architectures—crafted by engineers who ship AI products.

Filter by category:

All Resources

6 resources available

Agentic AI

The Agentic AI Orchestration Playbook: Building Autonomous Workflows

Learn how to design multi-agent systems that make decisions autonomously, coordinate complex workflows, and scale AI operations beyond simple prompts.

15 min readJanuary 12, 2025

RAG & Knowledge

Building Production RAG Systems: From Prototype to Accurate Retrieval

Master Retrieval-Augmented Generation techniques to build AI that accesses your data accurately, handles context effectively, and delivers reliable responses at scale.

18 min readJanuary 8, 2025

Multimodal AI

Multimodal AI Integration: Combining Text, Vision, and Audio

Build applications that understand and generate across multiple modalities. Learn to integrate vision, language, and audio models for richer user experiences.

14 min readJanuary 5, 2025

Edge & On-Device AI

On-Device AI: Leveraging NPUs for Privacy and Performance

Deploy AI models directly on user devices with neural processing units. Achieve faster inference, lower latency, and enhanced privacy without cloud dependencies.

12 min readDecember 28, 2024

Compact Models

Small Language Models for Production: When Compact Beats Large

Discover how compact and domain-specific language models deliver better performance for specialized tasks, reduce costs, and enable edge deployment.

10 min readDecember 22, 2024

Headless Architecture

Headless CMS with Next.js: Contentful, Shopify, and Modern Composable Commerce

Build scalable, flexible web experiences using headless content management, Next.js app router, and composable commerce patterns for fast iteration and deployment.

16 min readDecember 18, 2024

AI-Powered Platform

Build Your Next AI-Powered Website with Auradev.AI

Transform your ideas into production-ready applications with our intelligent platform. Get AI-powered code generation, automated optimization, and expert guidance at every step.

AI-First Development
Build faster with intelligent code generation and suggestions
Production-Ready Templates
Start with battle-tested components and patterns
Expert Support
Get help from our team of AI and web development specialists

AllansWebWork dashboard showing AI-powered features