“architecture”
Fine-Tuning vs. RAG: When to Use Which Technique
Fine-tuning changes how the model behaves; RAG changes what it sees. Use a checklist and a small offline eval to decide between the two — and when to combine them into a hybrid.
Astryx Component Architecture: 150+ Components Across 13 Categories
Explore all 150+ Astryx components organized into 13 categories — navigation, layout, buttons, inputs, selectors, data display, overlays, feedback, and more with code examples.
What Is an Agent Harness? Core vs. Scaffolding in Production AI Systems
Understand the essential architectural difference between an AI agent core and its production agent harness, and why frameworks like Google ADK are critical for building reliable agentic applications.
The "Tool-Discovery" Protocol: How Gemini 3 Agents Find and Map New Capabilities
Build truly autonomous, self-expanding AI applications using the Tool-Discovery Protocol. Learn how Gemini 3 agents dynamically browse, map, and bind new API capabilities on the fly.
Choosing the Right Multi-Agent Pattern: Balancing Complexity and Cost
Explore the primary multi-agent patterns—from single agents to sophisticated coordinators—and learn how to choose the right one for your AI project based on task complexity and budget.
AI APIs vs. Local Models: A Developer's Guide to Choosing the Right Tool
Should you use an API like Gemini or run a local model with Ollama? We compare the pros and cons of each approach for developers.
The 2026 Guide to Vector Databases: Choosing the Right One for Your AI App
A comprehensive guide to choosing the right vector database in 2026, comparing top options like Pinecone, Weaviate, Milvus, and pgvector.
Designing Agent Skills for Enterprise Environments
A comprehensive guide on balancing operational efficiency, standardized architecture, and security when designing AI Agent Skills for organizations.
Building an AI-Powered Publishing Studio with ADK: A Multi-Agent Approach
Explore how a multi-agent system built with the Agent Developer Kit (ADK) can automate and optimize the entire publishing pipeline from research to editing.
Building Autonomous Agents with the Google ADK
A deep dive into the architecture and capabilities of agents built with the Google Agent Development Kit (ADK), exploring skills, tools, and security.
Integrating AI Agent Skills: Filesystem vs. Tool-Based Approaches
Explore the two primary methods for integrating skills into AI agents—direct filesystem access and secure tool-based execution—and learn which is right for your project.