Insights and
field reports
Analyses, field reports, and insights on AI, tools, and best practices.
Your AI Instruction Files Are Code
A CLAUDE.md or agent config downloaded from the internet is executable code. The real vectors of the AI supply chain and a 6-point checklist.
What Attackers See About You
Passive reconnaissance reads what your company exposes without touching your systems. What is visible, why AI helps attackers, and 5 checks to run.
Sovereign AI: your documents never leave
Where do your documents go when you use a cloud AI? For a lawyer, an accountant or a clinician, the answer should be: nowhere. Here is why and how.
EU AI Act: What Changed on 2 August 2026
The EU AI Act now generally applies. See what changed in August 2026, what the AI Omnibus postponed, and which actions remain urgent.
Securing AI Agents in the Enterprise
How to secure AI agents that act on your systems: key trade-offs, seven defense layers and common traps for CIOs and CISOs.
Corporate AI training cost: 2026 price ranges
How much does corporate AI training cost? 2026 market ranges, what drives the price, net cost after French OPCO funding, and real budget examples.
OPCO Funding for AI Training
How to fund AI training through an OPCO in 2026: Qualiopi requirement, finding your operator, coverage, four steps and the FIF-PL case.
Claude Certified Architect: the official certification
Anthropic launched Claude Certified Architect (Foundations), the first official certification for architects building AI agents. What it changes.
Why Your AI PoC Isn't Production-Ready
Three things separate an AI proof of concept from a reliable production agent: evaluation datasets, guardrails and observability.
Claude Code Hooks: Automate Quality Without Thinking About It
Hooks intercept every Claude Code action to lint, test, and secure automatically. 5 concrete hooks you can copy-paste into your project.
Claude Code vs Gemini, Codex, Hermes: Verdict
Claude Code, Gemini CLI, Codex, Hermes Agent and OpenClaw tested in real production work: cost, context, MCP. Our 2026 verdict and the one to skip.
Claude Skills Tutorial: Build a Reusable SKILL.md
A practical Claude Skills tutorial: create a SKILL.md, structure reusable instructions, load references progressively, and share the workflow with your team.
Confidential AI: Data Stays On-Premises
How to use AI without sending your data to Google, OpenAI or Microsoft. Installed on your machines, free models, zero subscription. We explain everything.
EU AI Act for SMEs: What Applies From August 2026
A practical EU AI Act playbook for SMEs: classify each use, identify your role, collect evidence and build a proportionate compliance plan.
Claude Code & Cowork: The Complete Ecosystem for Working with AI
Skills, hooks, subagents, agent teams, shared context, plugins. Everything Claude Code and Cowork bring to developers and teams in 2026.
Autoresearch: when an AI agent runs ML research for you
Andrej Karpathy's autoresearch lets an AI agent modify training code, run short experiments and iterate autonomously. Here's why it matters.
Prompt Engineering for Business: 7 Patterns + QA Checklist
Seven reusable prompt patterns for business teams, plus a QA scorecard for testing accuracy, evidence, format and safe escalation.
No-Code AI Automation: Where to Start in 2026
Make, n8n, Zapier AI, Claude Cowork. No-code tools to automate your workflows with AI. A practical guide for SMBs.
How to Choose the Right AI Tool in 2026: A Use-Case Guide
ChatGPT, Claude, Gemini, Mistral, Cursor, HeyGen, Make. Which AI tool for which job? A practical comparison by category to make the right choice.