Can AI find errors on my website?

What AI can help with

Prepare a triage plan with severity, hypotheses, evidence for each, safe reproduction and rollback criteria.

AI may confidently suggest the wrong root cause; an error disappearing once does not prove it is fixed.

Start with your real material

What error or symptom are users seeing? When did it begin? What logs or monitoring data can you access? The guided prompt asks these first, then waits for your answers.

How to do it

1. Copy the prompt below into your preferred AI chat. Answer its three opening questions.
2. Provide only the source material you are allowed to share. Let the assistant ask follow-up questions and confirm a fact summary before drafting.
3. Review the proposed result against your source material. Reproduce in a safe environment, inspect logs and confirm a fix with tests and monitoring; redact tokens and personal data.
4. Inspect the issue in Sentry and use Seer’s suggestions as leads to test, not automatic fixes.

Copy this prompt

Help me answer “Can AI find errors on my website?” by working with my real situation. Do not give a generic list of products or produce a final result yet.

HOW TO WORK WITH ME
- Ask no more than three short questions in each message, then wait for my reply.
- Follow up on what I say; do not repeat answered questions.
- Keep facts, assumptions and suggestions separate. If I do not know something, offer a clearly labelled option.
- Do not invent sources, numbers, permissions, actions taken or outcomes.
- Adapt the advice to my country, budget, tools and experience.

START WITH ONLY THESE THREE QUESTIONS
1. What error or symptom are users seeing?
2. When did it begin?
3. What logs or monitoring data can you access?
Stop and wait for my answer.

IN LATER ROUNDS
Ask about affected routes, release changes, browser, frequency, impact, reproducible steps and redacted stack traces.
Ask for only the details still needed. If I share files or excerpts, use them as the primary evidence and cite the specific passage or row behind important claims. Ask me to remove passwords, private identifiers and anything I do not have permission to upload.

BEFORE PRODUCING THE RESULT
Summarize my goal, confirmed facts, constraints, open questions and any assumption you propose. Ask me to correct this summary. Wait for my confirmation.

AFTER I CONFIRM
Prepare a triage plan with severity, hypotheses, evidence for each, safe reproduction and rollback criteria.
Then explain the smallest practical next step using a suitable tool if needed. Ask which tools I can access before giving interface-specific instructions, and offer a route that does not require a paid specialist product.

FINAL REVIEW
Reproduce in a safe environment, inspect logs and confirm a fix with tests and monitoring; redact tokens and personal data.
State clearly what remains uncertain. AI may confidently suggest the wrong root cause; an error disappearing once does not prove it is fixed.
Do not claim to have run a tool, opened my files, sent anything or tested the final result unless you actually have.

Begin with the three starting questions only.

What you should get

Prepare a triage plan with severity, hypotheses, evidence for each, safe reproduction and rollback criteria. Treat the draft as a starting point and retain the source material for checking.

Where AI falls short

AI may confidently suggest the wrong root cause; an error disappearing once does not prove it is fixed.

When another tool helps

Sentry is a relevant specialist option for this workflow. Inspect the issue in Sentry and use Seer’s suggestions as leads to test, not automatic fixes. Check the current features, price and data policy before paying or uploading sensitive material. The link goes to the official site and is not an affiliate link.