Give the assistant the actual constraints
A useful development plan begins with the existing project. Explain the framework, deployment process, affected feature and behaviour that must remain intact. Ask Claude to identify missing information before proposing a rewrite. An elegant plan for a different architecture is not progress on your current application.
Request a small implementation sequence
For a new customer filter, the plan might cover the query contract, interface state and empty-result handling. Ask which files are expected to change and why. Keep optional improvements separate from required work. This makes it easier to review the scope and avoids turning a straightforward change into an unnecessary migration.
Define acceptance before implementation
Write examples of correct behaviour, including permissions and failure states. If the filter is company-specific, confirm that users cannot retrieve another company’s records by changing a parameter. A visible selector does not establish data isolation. The plan must include the enforcement point and a way to verify it.
Use a review checkpoint
Have the assistant explain the completed diff in relation to the original request. Inspect unexpected files and dependencies. Run the relevant checks and exercise the workflow yourself. If a proposed fix removes validation merely to make a test pass, revisit the requirement rather than accepting the shortcut.
Keep a rollback path
Commit a coherent change before starting the next feature. Record environment settings without including secret values. Re-run the core journey after deployment because local success does not prove production configuration is correct. Claude is useful as a planning and implementation assistant when the work remains bounded, inspectable and tied to a clear outcome.
Published by DevMania with AI assistance. Examples illustrate planning approaches and do not claim client results. Check current provider documentation before implementing product-specific features.