Highlights
Claude for Work vs Direct API: How to Choose for Your SMB
Claude Team/Enterprise vs Messages API: concrete decision framework for SMBs, cost comparisons, and the trap of defaulting to either.
Integrate Claude into Notion, Slack, your CRM: a 4-step method
Claude API integration for business: native vs custom, a 4-step method, and the prompt governance trap most teams underestimate.
Claude Agent SDK: When It's Worth It, When It's Not
Anthropic's Agent SDK isn't a replacement for function calling. Here are the 3 cases where it saves you weeks, and the ones where it just adds noise.
Claude Expert: The 4 Official (Free) Anthropic Courses
Becoming a Claude expert won't happen with a LinkedIn certificate. The 4 official training tracks Anthropic offers for free, and why they form the real foundation.
BigQuery for SMBs: When It Pays Off (And When It's Overkill)
BigQuery for SMBs: free tier, real use cases (GA4, multi-source, e-commerce), cost traps, typical stack. When to migrate, when to stay on Sheets.
Claude Code for Tech Teams: An Honest Field Report
Claude Code for teams: what actually changes inside a tech team, what works from day 1, the real pitfalls, and the method we ended up adopting.
Claude vs GPT: Which One Should Your Company Pick in 2026
Claude vs GPT for business decision-makers: context, agents, costs, adoption. The real criteria, beyond the benchmark.
Data Audit: Where to Start When Nothing Is Structured
Most company data audits end up in a drawer. A 4-step method to structure yours and actually unblock decisions for SME leaders.
How to Know If Your Company Needs a Data Consultant
A self-diagnostic for SME decision-makers. Five concrete signs, what a data consultant actually does, and when it's too early to hire one.
I got tired of copy-pasting between Claude and Chrome.
Why I built a web browser with a built-in MCP server so AI would stop guessing what's on my screen. Full browser control for AI-assisted development.
AI Integration for SMEs: How to Add AI Without Breaking It
AI integration in SMEs without disruption. A progressive approach in 3 levels to add AI to your stack without breaking processes that already work.
How to Know If Your Company Is Ready for AI (No Bullshit)
A pragmatic readiness grid for decision-makers who want to adopt AI without wasting 100K on a useless POC. Five concrete evaluation axes to assess your maturity.
MCP Explained: Model Context Protocol for Tech Leaders
MCP standardizes how Claude (and other LLMs) talk to your tools and data sources. Here's what changes concretely, and when to adopt it.
n8n vs Zapier vs Make in 2026: An Honest Comparison (No Bullshit)
n8n vs Zapier vs Make compared for SMB decision-makers. When each tool is the right pick, when it's a trap, and how to actually choose without wasting months.
Anthropic Prompt Caching: The Setting That Cuts Your Claude API Bill by 3x
Anthropic's prompt caching divides Claude API costs by 3 to 5x on repeated usage. What gets cached, how it works, when it's worth it.
RAG in Business: Real Use Cases, Not Buzzword Bingo
RAG in business: 5 enterprise use cases that actually deliver, 3 where it's useless, and the architecture mistakes that kill projects. No hype.
Data Consultant Rates in 2026: Real Pricing by Market and Engagement
Data consultant rates 2026: ranges by market (US, UK, Canada, Australia, Ireland) and by engagement type. Public 2025-2026 sources cited.
Data Consultant vs Data Analyst: Which One to Call First
You need someone for data, but not sure whether to call a consultant or an analyst first. Here's the real decision framework, with budgets and the one question that settles it.
Freelance AI Consultant: What I Actually Do
What does a freelance AI consultant actually do? Audit, LLM integration, team training. The concrete reality behind the title.
My journey, from lockdown to Google, then independent consulting
From southern France to Tbilisi, via Google: how I found my path in data and AI.