Notes on AI that actually helps.

What we learn building AI tools for real businesses — written in plain language, with real examples. No hype, no names.

Studio notes

10 August 2026·4 min read

Studio notes — robustness before trust

This week the agent fleet shipped no new client commits — ten quiet days. The occasion to look back at two builds already running in production: at an insurance broker, hardening automatic document reading, and at a courier company, setting access roles and a demo mode with no real data. Two builds, one lesson: robustness and guardrails come before the trust you place in an agent.

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Chatbots & assistants

10 August 2026·5 min read

AI lead-qualification chatbot vs. the contact form: what actually converts on a B2B website

An AI lead-qualification chatbot engages a website visitor at the moment their interest peaks and routes a scored lead straight to the right rep — instead of a static contact form read the next morning. What a 2025 field study found, and how the mechanism works.

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AI agents & automation

10 August 2026·5 min read

Claude Code switches to autonomous mode by default: the lesson for how you supervise your own AI agents

From August 14, 2026, Claude Code stops asking for approval before every action on Pro, Max and Team plans — a safety classifier decides instead. Anthropic’s own numbers on "approval fatigue" say something important about how any SME should supervise the agents it deploys.

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Business & compliance

9 August 2026·5 min read

E-invoicing: the July 27 decree closes the free-portal option — what your SMB must do before September 1

Decree n° 2026-677 and its accompanying order, both dated July 27, 2026, finalize the e-invoicing reform’s legal text: the public portal (PPF) will not act as a free invoice-routing platform after all, and the old “PDP” term is replaced by “plateforme agréée” (PA). Every company, SMBs included, must be able to receive e-invoices through one of these approved platforms from September 1, 2026 — 23 days from today.

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Strategy, costs & ROI

8 August 2026·4 min read

Claude Sonnet 5’s promotional pricing ends August 31: what a 50% token price hike changes for your SME’s AI agents

Anthropic’s own pricing page confirms it: Claude Sonnet 5’s introductory rate expires August 31, 2026, and standard pricing takes effect September 1 — 50% more per token, on the model most production AI agents actually run on. Here is what to check before the bill changes.

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Chatbots & assistants

7 August 2026·5 min read

AI customer service chatbot for e-commerce: what to automate before customers give up

An AI customer service chatbot for e-commerce should absorb four question families — stock, sizing, returns, order tracking — before a human ever sees the ticket. What to connect it to, where to stop it, and what the research says about why most scripted chatbots fail where this one works.

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