
Responsive websites: what to test beyond a smaller screen
A responsive site must support reading, navigation and form completion on a phone. Test the content, controls and loading behaviour during a real task.

A responsive site must support reading, navigation and form completion on a phone. Test the content, controls and loading behaviour during a real task.

Compare payment methods through the full customer journey and operation: confirmation, costs, expiry, cancellation and reconciliation.

Assign ownership of each piece of data and handle confirmations, cancellations and failures so one purchase stays consistent throughout the operation.

SaaS delivers software as a service. Before scaling, validate the task, customer isolation and the routine needed to operate the product.

A specific process can justify custom software, but configuration and integration may solve the problem. Compare alternatives before commissioning a build.

Review Moonshot’s documentation and build a test around code, context and cost. Available weights and long context still need task-level validation.

Keep repositories, project instructions and delivery capability usable when coding models, contracts or tools change.

Separate training, retention, permissions and context. Review the actual configuration before giving an agent confidential project material.

The model, context and tools all affect results. Compare real tasks before making an integration the team’s default.

A large compute facility can expand AI supply. GPU counts alone do not determine the experience of using a coding agent.

Access to weights does not remove infrastructure, maintenance or licensing requirements. Compare a managed service with operating the model yourself.

Evaluate the work your team needs to finish, with recorded configurations and consistent criteria for quality, cost and review effort.