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Highlights
WebMCP: Making Your Website Usable by AI AgentsWebMCP in practice: exposing a website's meeting booking to AI agents via document.modelContext, and helping agents discover the tools (llms.txt, schema.org).
Which Tasks Should You Automate With AI First (and Which Ones Never)Where should your SMB start with AI? A simple 4-criteria grid, the tasks to automate first, and the ones you should never hand over to AI.
Automating Sales Order Admin with AI: Where to Start (Wholesale & Distribution SMBs)About to hire another sales admin because quotes, order entry and follow-ups are piling up? Here's what AI actually handles in sales administration, what it doesn't, and where to start.
AI Consultant Rates in 2026: Real Pricing by Market and EngagementAI consultant rates 2026: day-rate ranges by market (US, UK, Canada, Australia, Ireland) and by engagement type. Public 2025-2026 sources cited.
Claude for Work vs Direct API: How to Choose for Your SMBClaude 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 methodClaude API integration for business: native vs custom, a 4-step method, and the prompt governance trap most teams underestimate.
Claude Code for Tech Teams: An Honest Field ReportClaude 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.
RAG in Business: Real Use Cases, Not Buzzword BingoRAG in business: 5 enterprise use cases that actually deliver, 3 where it's useless, and the architecture mistakes that kill projects. No hype.
MCP Explained: Model Context Protocol for Tech LeadersMCP standardizes how Claude (and other LLMs) talk to your tools and data sources. Here's what changes concretely, and when to adopt it.
Claude Agent SDK: When It's Worth It, When It's NotAnthropic'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.
AI Integration for SMEs: How to Add AI Without Breaking ItAI integration in SMEs without disruption. A progressive approach in 3 levels to add AI to your stack without breaking processes that already work.
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.
Data Consultant Rates in 2026: Real Pricing by Market and EngagementData consultant rates 2026: ranges by market (US, UK, Canada, Australia, Ireland) and by engagement type. Public 2025-2026 sources cited.
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.
Data Consultant vs Data Analyst: Which One to Call FirstYou 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.
Anthropic Prompt Caching: The Setting That Cuts Your Claude API Bill by 3xAnthropic'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.
Claude vs GPT: Which One Should Your Company Pick in 2026Claude vs GPT for business decision-makers: context, agents, costs, adoption. The real criteria, beyond the benchmark.
Claude Expert: The 4 Official (Free) Anthropic CoursesBecoming 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.
Data Audit: Where to Start When Nothing Is StructuredMost 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 ConsultantA self-diagnostic for SME decision-makers. Five concrete signs, what a data consultant actually does, and when it's too early to hire one.
Freelance AI Consultant: What I Actually DoWhat does a freelance AI consultant actually do? Audit, LLM integration, team training. The concrete reality behind the title.
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.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.My journey, from lockdown to Google, then independent consultingFrom southern France to Tbilisi, via Google: how I found my path in data and AI.