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Common vibe-coding mistakes: turning a fast demo into a dependable product.

Seven areas to review before real users, data or payments enter the system.

Know what the prototype cannot do

A convincing screen is not yet a secure product. Review dependencies, embedded secrets, authorisation, input handling and agent permissions.

Review before release

Examine data flows, roles, secrets, failure modes, logs, dependencies and recovery. Automated tests help but do not replace human code and architecture review.

Match controls to risk

An internal demo can remain small. Personal data, payments or critical processes require a documented transition from experiment to operated system.

Source and further reading ↗

What to prepare for the first conversation

Use seven release checks: test roles and access to other users’ records; remove secrets from clients and repositories; bound inputs, uploads and outputs; review dependencies and licences; test failures, retries and concurrency; demonstrate export and recovery; assign responsibility for updates and incidents. Describe the use case first. Never send production credentials through an enquiry form.


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