Insights, guides & resources
Practical articles on apps, AI workflows, and training — from work we actually ship.
The staircase to optimization hell
Ten LLM techniques, cheapest first. Skip a step and you pay for it later — in complexity, not results.
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Stop buying another chatbot
A chatbot is easy to demo and fails the minute the answer has to change a record. Buy a loop, not another inbox.
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The work after go-live is the product
Go-live is not the end of the product. Living intelligence is the week after, when the real process shows up.
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Order intelligence is the work behind the order
Taking an order is a form. Order intelligence is inventory, procurement, and exceptions after the order is placed.
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A workshop should leave something running
If people leave with a PDF and the same backlog, you ran a briefing. A workshop should leave something running.
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Build the tool your team already invented in spreadsheets
The shared spreadsheet is the spec. Turn it into a tool with one record, permissions, and a history.
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Review-and-apply is the only AI loop that belongs in ops
A chatbot answers. A loop changes a record. Review-and-apply is the AI pattern that belongs in operations.
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Your tutoring business is not an LMS brochure
An LMS is a classroom. A tutoring business is families, tutors, payroll, and program rules in one week.
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Paper notes don't scale a catering company
Paper notes and voice memos do not travel between cities. Catering ops need one system for requests, inventory, and procurement.
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WhatsApp is not a shipping system
Quotes, documents, and tracking cannot live in WhatsApp. Pull the system of record out of the chat.
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