Romain Bourbon logo
AI Architectures · Agentic SystemsRomain Bourbon
VisionPrinciplesSystemsAGT/HITLJourney
Helix Labs
Principles

Understand.
Design.
Master.

01

AI Agent

Understand what an AI agent is, its capabilities, components, and how it works in practice.

+
01AI Agent

What is an AI Agent?

An AI agent is an autonomous system that can perceive its environment, reason, make decisions, and act to achieve a goal.

It does more than execute fixed instructions: it interprets context, adapts to situations, and continuously optimizes its actions.

An agent combines multiple capabilities that let it operate independently while staying aligned with human-defined objectives.

AI Agent
02

Autonomy vs Automation

Know how to distinguish the two approaches, their uses, and their limits.

+
02Autonomy vs Automation

Autonomy vs Automation

Automation repeats predefined tasks according to fixed rules and sequences determined in advance.

Autonomy is a system's ability to adapt, decide, and act without direct human intervention for every action.

Understanding this boundary is essential for designing responsible, effective, and governable AI systems.

Autonomy vs Automation
03

HITL

Human-In-The-Loop: why humans remain at the heart of high-performing systems.

+
03HITL

Human-In-The-Loop

Human-In-The-Loop is a design principle that keeps humans in the decision loop of AI systems.

It ensures supervision, correction, and alignment of autonomous agents with human and organizational goals.

In complex architectures, HITL becomes an essential governance mechanism to preserve control and trust.

HITL
04

AGT

Agentic architecture: how agents collaborate to achieve complex objectives at scale.

+
04AGT

Agentic Architecture

Agentic architecture describes how multiple AI agents are organized, coordinated, and governed to accomplish complex missions.

It defines communication flows, decision hierarchies, and control mechanisms between autonomous agents.

It is the foundation of next-generation AI systems capable of achieving objectives at scale.

AGT