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Build in public · The big question

A site + an AI bot
in a weekend?


Without knowing how to code. The short answer is yes — and the bottleneck is no longer technical. Here's how, and why it's within reach of any business owner or retailer.

By Hugo Lahutte · · ~6 min read
  • 1 In 30 seconds
  • 2 The body
  • 3 Go deeper

1. Start with the need, not the tech

My trigger wasn't "I want to build a site." It was: "I'm tired of re-explaining what I do with AI — I need one single place." The need dictated the form.

2. Choose the dumbest possible stack

  • Site: vanilla HTML/CSS/JS, zero framework, zero build. Open an .html, it works. GitHub Pages hosting (free, deploys on push).
  • Bot: a Python script orchestrated by GitHub Actions (a free cron). No server to manage.

3. Separate responsibilities

Two repos: bot = data engine, site = display. Connected by one single file (feed.json). Immediate benefit: secrets (API keys, bot token) stay in the private engine repo — the public site contains none.

4. Work in a visual loop with AI

My rhythm: I describe → AI codes and commits → I look at the render in the browser → I ask for an adjustment. In a loop. AI holds the keyboard; I hold the choices (tone, structure, safeguards) and the verification (accurate facts, nothing invented).

5. Set safeguards from day one

  • Budget: 1 run/day, strict caps on collection volume, no runaway loops.
  • Copyright: never copy-paste content — always a reformulated summary + the source link.
  • Security: never publish a secret (placeholders everywhere), one dedicated token per use.

Key takeaway. The bottleneck is no longer "I don't know how to code." The work that remains — deciding, scoping, verifying — is exactly what a business owner or retailer already knows how to do.

Let's talk

Building with AI?

I document in public how I ship this kind of project — no pitch, just the urge to talk about it. If you're doing the same and want to compare notes, reach out.