Insights & Playbooks

AI automation, solopreneur systems, and practical guides. Written for people who ship, not read.

Content Pipelines That Run While You Sleep
Automation Content AutomationAI Writing

Content Pipelines That Run While You Sleep

My content pipeline produces blog posts, social media, and newsletters without me touching a keyboard. Here's how the automation actually works.

· Hichem Refes
Read
AI Won't Save a Bad Business Model
Strategy AI StrategyBusiness Model

AI Won't Save a Bad Business Model

AI can accelerate what works. It cannot fix what is broken. Here's how to tell the difference before you waste six months automating the wrong thing.

· Hichem Refes
Read
The Orchestrator Pattern: One Agent to Rule Them All
Architecture OrchestrationAI Agents

The Orchestrator Pattern: One Agent to Rule Them All

When you have dozens of AI agents, someone needs to be in charge. Here's how the orchestrator pattern keeps everything coordinated without chaos.

· Hichem Refes
Read
How Cron Jobs Keep 50 Agents Running Without Babysitting
Automation Cron JobsAutomation

How Cron Jobs Keep 50 Agents Running Without Babysitting

50 AI agents running 24/7 need a scheduling system that does not require constant attention. Here's how I built the cron layer that keeps everything on track.

· Hichem Refes
Read
Pricing AI Services: What I Learned Charging for Agents
Strategy PricingAI Services

Pricing AI Services: What I Learned Charging for Agents

Pricing AI services is harder than building them. Here's what I learned running an AI agency, including the mistakes that cost me money.

· Hichem Refes
Read
Factory Patterns for AI Agents: Stop Rebuilding the Same Thing
Architecture Factory PatternsAI Architecture

Factory Patterns for AI Agents: Stop Rebuilding the Same Thing

Every new AI agent I built started from scratch until I implemented factory patterns. Here's how reusable templates changed my entire agent architecture.

· Hichem Refes
Read
Automating Client Onboarding with AI: A Step-by-Step Breakdown
Automation Client OnboardingAI Automation

Automating Client Onboarding with AI: A Step-by-Step Breakdown

Client onboarding used to take us 3 hours per client. Now it takes 15 minutes of human time. Here's exactly how we automated it.

· Hichem Refes
Read
The Real Cost of Running 50 AI Agents
Building in Public AI CostsInfrastructure

The Real Cost of Running 50 AI Agents

Everyone asks about the upside of AI agents. Nobody asks what they actually cost. Here's a transparent breakdown of infrastructure, API, and time costs.

· Hichem Refes
Read
How PRISM Gives Every AI Agent a Consistent Personality
Architecture PRISMAI Agents

How PRISM Gives Every AI Agent a Consistent Personality

AI agents sound generic by default. PRISM is the framework I use to give each agent a distinct, consistent voice across every interaction.

· Hichem Refes
Read

Page 5 of 6 · 48 articles