AI & Automation
MCP Security: Permissions, Secrets, and Tool Boundaries
A practical MCP security model: scope permissions per caller, keep secrets out of the model's context entirely, and never let a tool exceed its agent's access.
Digital Transformation and Ecommerce
Notes from the field on marketplaces, ecommerce integrations, data feeds and AI automation, byJabane Mohamed Ayoub.
Data & APIs
Message Template: Render JSON, XML, CSV and HL7 in n8n Without a Code Node
Message Template is an open-source n8n node that renders text, JSON, XML or a file from an expression template, per item or combined across all items.
AI & Automation
How to Prevent an AI Agent From Taking Unsafe Actions
Preventing unsafe AI agent actions is an architecture problem, not a prompting one: four concrete layers that actually stop damage before it happens.
Data & APIs
Data Mapper: An n8n Node That Reshapes JSON and XML Without a Code Node
Data Mapper is an open-source n8n node that maps incoming data onto a target profile by drag and drop and outputs XML, JSON or CSV, no Code node needed.
AI & Automation
Designing MCP Tools for Business Systems
Practical rules for designing MCP tools that an agent can actually use well: narrow scope, task-shaped names, bounded results, and no mode flags.
AI & Automation
RAG Versus Fine-Tuning for Operational Knowledge
Why fine-tuning is the wrong tool for knowledge that changes weekly, and when it's actually the right one: a practical comparison for business teams.
Delivery & Consulting
How to Run an Effective Technical Discovery Workshop
A discovery workshop fails for one of two reasons: nobody in the room can answer the question, or everyone answers a different one. Fix both.
AI & Automation
Domain-Specific AI Agents: Why Composition Beats One Big General Agent
Why the next wave of AI automation is many narrow, domain-specific agents instead of one general-purpose agent, and how to start building that way.
AI & Automation
What I Learned Building a Citation-Based RAG System
Six lessons from building Nexus's citation system: why similar text isn't trustworthy evidence, and what actually makes a RAG answer verifiable.
AI & Automation
Nexus: I Built a Self-Hosted Knowledge Base That Cites Its Sources
Nexus is a self-hosted RAG knowledge base I built on Postgres and MCP that answers questions from Slack, code, wikis and tickets, with citations.
Delivery & Consulting
I Rebuilt My Blog from WordPress to Astro and Cloudflare: Was It Worth It?
How I moved ospeks.com from WordPress to Markdown, Astro, GitHub and Cloudflare without breaking a single URL, what went wrong, and what I'd do again.
Marketplaces & Integrations
Guide complet d’intégration du connecteur Mirakl pour WooCommerce Pro
Guide complet du connecteur Mirakl pour WooCommerce Pro v5 : installation, configuration, mappage des attributs, synchronisation des stocks, prix et commandes, transporteurs et dépannage.