Multi-Agent Collaboration Architectures

Streaming Architecture and Backpressure

Layered Architecture Separation Broken

Async Queue Not Awaited

Planner-Executor Skips The Plan

Hardcoded LLM Client Blocks Injection

Scratchpad Leaks Into Persisted Memory

Event-Driven and Queue-Based LLM Pipelines

Fan-Out-Fan-In Parallelization

Composing Multiple Patterns

Separating Prompt, Logic, and Data

Workflow vs Agent

Choosing the Right Pattern

Supervisor Multi-Agent Architecture

Pre- and Post-Processing Stages

Streaming vs Batch Responses

Modularity in LLM Apps

Guardrail Layer Placement

Routing Pattern for Input Classification

Prompt Chaining Pattern

Stateless LLM Calls vs Stateful Apps

Choosing the Right Pattern

Composability and Modular Component Design

RAG Knowledge Assistant Architecture

Chatbot Reference Architecture

Sync vs Async LLM Architectures

The LLM Gateway / Proxy Layer

Separating Business Logic from LLM Calls

Deterministic vs Model-Driven Control Flow

Workflows vs Agents: When to Use Each

Fan-Out/Fan-In for LLM Calls

The Orchestrator-Workers Pattern

The Evaluator-Optimizer Pattern

Layers of an LLM App Stack

What LLM Application Architecture Means

Evaluator-Optimizer Ignores Critique

Prompt Chaining Broken Link

ReAct Loop Drops Observations

RAG Retrieve-Then-Generate Flow

Orchestrator Missing Await

Router Pattern Missing Fallback

Reflection Returns Uncritiqued Draft

Parallelization Runs Sequentially

Routing Tasks To The Right Architecture

Multi-Agent Handoff Design

Provider-Agnostic LLM Client Interface

Memory Layering Short-Term vs Long-Term

Stateless vs Stateful Session Handling

Separating Prompt Templates From Logic

Conversation State Persistence And Reconstruction

Streaming LLM Response To Client

Human-in-the-Loop Approval Gate

What LLM Application Architecture Is

Orchestrator-Worker Pattern

Evaluator-Optimizer Reflection Loop

Routing Pattern

RAG vs Fine-Tuning vs Prompting

Single-Prompt vs Multi-Step Design

RAG as an Architectural Pattern

Layers of an LLM Application

Handling Non-Determinism in Design

Batch vs Real-Time Processing

Idempotency and Retry-Safe LLM Operations

Parallelization Pattern

Fallback and Graceful Degradation

Choosing the Right Pattern

Architecture for LLM Apps

Orchestrator-Worker Pattern

Router Pattern

Async and Event-Driven Pipelines

Agentic vs Workflow Architectures

Handling Non-Determinism

Evaluator-Optimizer Loop

LLM Gateway / Proxy Layer

Separating Prompts from Code