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Thumbnail for How to Write a System Prompt for an Agent, Not a Workflow

How to Write a System Prompt for an Agent, Not a Workflow

AI/LLMArchitectureAI Agents

Published: 2026-04-29

The key difference between agent and workflow instructions — and why giving an agent a step-by-step process defeats the entire purpose of using an agent.

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Thumbnail for The Hidden Trap in Multimodal AI Agents: How Attachments Break Tool Calls

The Hidden Trap in Multimodal AI Agents: How Attachments Break Tool Calls

AI/LLMArchitectureAI Agents

Published: 2026-04-21

Why AI agents can't pass image URLs or Base64 data between tools — and how a simple <media> tag in the user message fixes it.

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Thumbnail for Workflow vs Agent AI: When Neither Is the Right Answer

Workflow vs Agent AI: When Neither Is the Right Answer

AI/LLMArchitecture

Published: 2026-04-15

The overlooked perspective: sometimes 100% predictability matters more than agent flexibility. How to evaluate which model fits your task before writing a single line of code.

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Thumbnail for From Chatbot to Agent: The Architecture Shift Nobody Talks About

From Chatbot to Agent: The Architecture Shift Nobody Talks About

AI/LLMAI AgentsArchitecture

Published: 2026-04-01

Building AI agents requires rethinking architecture from the ground up — here's what changes when you go beyond simple question-answer loops.

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Thumbnail for Human-in-the-Loop: Where Claude Code's Autonomy Ends and the Architect's Responsibility Begins

Human-in-the-Loop: Where Claude Code's Autonomy Ends and the Architect's Responsibility Begins

AI/LLMArchitectureClaude Code

Published: 2026-02-25

Autonomous AI agents like Claude Code are reshaping development workflows. But with great autonomy comes great architectural risk. Here's how to stay in control.

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Thumbnail for JSON vs TOON: Which Format Works Better with Large Language Models?

JSON vs TOON: Which Format Works Better with Large Language Models?

AI/LLMArchitecture

Published: 2025-11-17

Comparison of JSON and TOON formats in the context of large language models and token efficiency.

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Thumbnail for Design Patterns for Multi-Tenant Applications in DDD Architecture

Design Patterns for Multi-Tenant Applications in DDD Architecture

ArchitectureDesign Patterns

Published: 2025-10-06

Learn how to combine Domain-Driven Design with classic patterns like Repository, Strategy, and Decorator to build scalable multi-tenant applications with proper data isolation and clean architecture.

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Thumbnail for What is System Design and Why is it Critical?

What is System Design and Why is it Critical?

Architecture

Published: 2025-09-17

Understanding the fundamentals of system design: key principles, components, and patterns for building scalable, reliable, and maintainable distributed systems.

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Thumbnail for Microservices in .NET: From Theory to Practice

Microservices in .NET: From Theory to Practice

Architecture.NET

Published: 2025-08-04

Explore the world of microservices in the .NET ecosystem - from basic concepts to advanced design patterns. Learn when to use microservices, best practices, and practical implementation strategies.

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Thumbnail for Dependency Injection and IoC in ASP.NET Core: A Professional Guide

Dependency Injection and IoC in ASP.NET Core: A Professional Guide

.NETArchitecture

Published: 2025-07-29

Master Dependency Injection and Inversion of Control in ASP.NET Core. Learn best practices, lifecycle management, and common pitfalls to avoid for scalable .NET applications.

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Thumbnail for Circuit Breaker for LLM with Retry and Backoff – Anthropic API Example (TypeScript)

Circuit Breaker for LLM with Retry and Backoff – Anthropic API Example (TypeScript)

ArchitectureAI/LLMTypeScript

Published: 2025-07-15

Learn how to implement the Circuit Breaker pattern with retry and backoff strategies for Large Language Model APIs like Anthropic's Claude to handle rate limits and build resilient applications.

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Thumbnail for How to Use Marten in Multitenant Architecture? A Guide for .NET Developers

How to Use Marten in Multitenant Architecture? A Guide for .NET Developers

Architecture.NETProgramming

Published: 2025-07-09

Learn how to implement multitenancy in .NET applications using Marten - from row-level isolation to separate databases per tenant

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Thumbnail for Understanding Multi-Tenancy: What It Is and Why It Matters

Understanding Multi-Tenancy: What It Is and Why It Matters

Architecture

Published: 2025-07-01

Learn about multi-tenancy architectural patterns, why they matter for SaaS products, and the three main approaches to implementing data isolation for multiple clients.

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Thumbnail for Load Balancing: What It Is and Why You Need It

Load Balancing: What It Is and Why You Need It

DevOpsArchitecture

Published: 2025-06-04

Learn about load balancing techniques, methods, and tools for distributing network traffic across multiple servers to improve performance and reliability.

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Thumbnail for Feature Toggles: Dynamic Feature Management in Modern Applications

Feature Toggles: Dynamic Feature Management in Modern Applications

Architecture

Published: 2025-05-26

Learn how feature toggles enable safe deployments, A/B testing, and runtime feature control. Comprehensive guide covering implementation patterns, best practices, and lifecycle management.

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Thumbnail for System Scalability Strategies: Horizontal vs. Vertical Scaling

System Scalability Strategies: Horizontal vs. Vertical Scaling

ArchitectureDevOps

Published: 2025-05-20

An in-depth analysis of vertical and horizontal scaling approaches for modern systems, their advantages, disadvantages, and when to use each strategy.

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Thumbnail for Monolithic vs. Microservices Architecture

Monolithic vs. Microservices Architecture

Architecture

Published: 2025-05-07

An overview of monolithic and microservices architectures, their characteristics, impact on deployment and scalabilityand when to choose each.

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Thumbnail for What is Software Architecture?

What is Software Architecture?

Architecture

Published: 2025-05-07

Understanding the high-level structure and design principles of software systems versus the detailed planning of individual components.

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Thumbnail for What is Clean Architecture?

What is Clean Architecture?

Architecture

Published: 2025-03-28

An explanation of Clean Architecture, its layers, principlesand benefits.

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Thumbnail for Understanding Dependency Injection in C#

Understanding Dependency Injection in C#

Architecture.NET

Published: 2024-03-12

Learn how Dependency Injection can improve your code structure, make your applications more testableand increase flexibility. A practical overview with C# examples.

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Thumbnail for Using AutoMapper with DTOs in .NET

Using AutoMapper with DTOs in .NET

ProgrammingArchitecture

Published: 2021-07-09

Learn how to use AutoMapper to simplify mapping between domain models and DTOs in .NET applications.

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Thumbnail for Design Patterns Overview: Singleton, Factoryand Observer

Design Patterns Overview: Singleton, Factoryand Observer

Architecture

Published: 2021-07-07

An introduction to design patterns in software engineering with a focus on Singleton, Factoryand Observer patterns.

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Thumbnail for MVC in a Nutshell

MVC in a Nutshell

Architecture

Published: 2021-03-21

A brief introduction to the MVC architectural pattern and how its components—Model, Viewand Controller—work together.

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