Product Evolution

Building the Scripture Study Tool

This is the first product I built with AI at its core. Over seven months it grew from a single lookup box into a study companion, and every step came from a real problem.

7 months
March to October 2026
5 phases
Each driven by a real need
2 AI models
Claude first, GPT-4o backup
Live
dbhill-ai.com/scripture
The Timeline

Five phases, one problem at a time

  1. Phase 1 · March 2026

    A lookup box on a GoDaddy page

    I started with the smallest thing that could work. A visitor typed a Bible passage or a topic into an HTML block on my old GoDaddy site, an n8n workflow passed it to Claude, and a formatted Catholic explanation came back.

    • Mar 13The first version went live on the GoDaddy site.
    • Mar 14I planned Brief and Detailed modes for quick prep and deeper study.
    • Late MarchA single AI call kept skipping sections, so I split the work into two calls: background first, then the full answer.
  2. Phase 2 · April 2026

    Hardening the basics

    Early failures were hard to read, so I changed the page to show what actually came back from the workflow. I also locked in the prompt version that later became the baseline for every answer.

    • Apr 7I settled the detailed prompt that the tool still builds on today.
    • AprilI made failed lookups explain themselves instead of failing silently.
    • AprilA coaching session pointed me toward caching and monitoring, which became this fall's memory plan.
  3. Phase 3 · July 2026

    Reliability: one model is not a product

    If Claude was unavailable, the tool was down. I added GPT-4o as a backup, so the same request retries on a second model when the first one fails.

    • Jul 16I added the GPT-4o fallback to the workflow.
    • Jul 28I tested both paths end to end, including a forced Claude failure.
    • Jul 29I fixed a condition that was sending every request to the backup, even when Claude had answered.
  4. Phase 4 · August to September 2026

    A new home and new prompts

    I moved my whole site from GoDaddy to a modern Next.js site on Vercel, and the tool moved with it. I rewrote the prompts for people preparing for small group discussion.

    • Early AugThe site moved to Vercel, and the tool joined the free tools page.
    • Aug 31I added personal reflection and discussion questions, and Brief mode got its own path.
    • Sep 3I put clear input instructions right above the box.
  5. Phase 5 · October 2026

    From a lookup to a study companion

    Once I used the tool for my own study, the gaps were obvious. Each release this month came from a real need: asking a follow-up, seeing the context, keeping the study, and taking it with me.

    • Oct 8I went back to the April prompt and added the NAB translation, because version history let me compare them.
    • Oct 9Readers can ask up to five follow-up questions, and each answer builds on the conversation so far.
    • Oct 13A passage lookup now explains what happens just before it, and it links to the full NAB text.
    • Oct 15Readers can download a study as Word or Markdown, print it, and run Brief or Detailed in one click.
    • Oct 17A study now survives a page refresh.
How It Works Today

Four simple parts

Step 1
The page

A reader enters a passage or topic and picks Brief or Detailed.

Step 2
The workflow

An n8n workflow checks the request and builds the conversation.

Step 3
The models

Claude answers first, and GPT-4o steps in if Claude fails.

Step 4
The study

The reader asks follow-ups, then downloads or prints the study.

What Building It Taught Me

Lessons I now bring to every AI build

Plan for the model to fail

A second model and a tested failover turned a demo into something people can depend on.

Keep every prompt version

When a newer prompt made answers worse, I could go back to the April version in minutes.

AI limits show up in use

Skipped sections and blocked long quotations only appeared with real questions, and each one changed the design.

Memory doesn't need a server

The page sends the whole conversation with each follow-up, so there's no account or session to manage.

Use it yourself

Download, print, and one-click modes came straight from the notes I kept while studying with the tool.

What's Next

The next three steps

Lookup memory

When anyone has already studied a passage, the tool will return the stored answer right away instead of asking the model again.

My Studies

Readers will be able to save a whole study in their own browser and pick it up later, follow-ups included.

A standalone study site

The tool will get its own home, built for parishes, small groups, and personal study.