Notes on automation systems, n8n workflows, AI agents, integrations, content pipelines, and the logic behind making messy processes work reliably.
Sep 13, 2026
A practical framework for picking a restaurant AI agent — by bottleneck, by POS compatibility, and by what happens when volume grows — with a rollout plan, common mistakes, and a comparison table of real tools.
Aug 22, 2026
Negative instructions survive long after the reason for them is gone — and they fail exactly when the safeguard you built around them disappears.
Aug 22, 2026
A live demo of an AI restaurant assistant that knows the menu, the floor plan, and handles multi-part requests in one message — free, no registration.
Jun 1, 2026
All-in-one bank plus bookkeeping removes the sync problem. It also changes what automation looks like — and what tradeoffs you're making without realizing it.
May 31, 2026
A starter asked whether to use Moneybird's own bank account or an external one. It sounds like a banking question — it's actually an automation one.
May 30, 2026
A user switched from Moneybird to Jortt and said bookkeeping was now automated — not because they built anything, but because the product was designed that way.
May 29, 2026
Moneybird without a bank feed is like bookkeeping software without the bookkeeping. The connection costs extra, and for small businesses that math matters.
May 28, 2026
A freelancer was happy with MoneyMonk until subscriptions meant more invoices and the lack of an API became a hard ceiling. Both founders replied in the thread.
May 27, 2026
Two Dutch users built their own bulk time-entry tools because the products didn't have one — then the products shipped the feature anyway.
May 26, 2026
A restaurant wanted invoice prices to update automatically without duplicate rows. Before automating an update, you need a data model that supports it.