You MUST read the development guide before starting. If you cannot read it, please ask for help.
We do development using docker-compose. Run docker compose ps to see if the dev server is running. If it is, then you can restart the dev server with touch tmp/restart.txt (but do not do this unless you added/removed a gem). If not, bring the containers up first with docker compose up -d.
IMPORTANT: Always use docker compose exec (not run) to execute commands in the existing container. run creates a new container each time; exec reuses the running one.
- Tests:
docker compose exec web rails test(all),docker compose exec web rails test test/models/user_test.rb(single file),docker compose exec web rails test test/models/user_test.rb -n test_method_name(single test) - Note: Limited test coverage - Lint:
docker compose exec web bundle exec rubocop(check),docker compose exec web bundle exec rubocop -A(auto-fix) - Console:
docker compose exec web rails c(interactive console) - Server:
docker compose exec web rails s -b 0.0.0.0(development server) - Database:
docker compose exec web rails db:migrate,docker compose exec web rails db:create,docker compose exec web rails db:schema:load,docker compose exec web rails db:seed - Security:
docker compose exec web bundle exec brakeman(security audit) - Zeitwerk:
docker compose exec web bin/rails zeitwerk:check(autoloader check) - Swagger:
docker compose exec web bin/rails rswag:specs:swaggerize(generate API docs)
Always reproduce a reported bug before changing code. Confirm the failure using the narrowest reliable reproduction and record the current behaviour so the fix can be verified against it. If reproduction is impossible because required data, credentials or services are unavailable, state that clearly before proceeding.
After fixing the bug, rerun the original reproduction as well as the regression test. Test externally visible behaviour and durable state rather than private implementation details. Prefer real models and database behaviour over mocks.
Start with the smallest correct change in the current owner. Before editing, identify the source of truth and the invariant being protected. Read the architecture guide when a change crosses subsystem boundaries.
Put behaviour in the narrowest layer that naturally owns it:
- Controller: HTTP concerns, authentication, authorisation, strong parameters and response selection.
- Model: invariants, state transitions and behaviour owned by persisted data.
- Scope or query object: reusable data retrieval. Introduce a query object only when scopes stop composing clearly.
- Job: delayed or retryable execution. Jobs must be idempotent.
- Service object: an operation that genuinely coordinates multiple models, external systems or transaction boundaries.
- Concern: a cohesive capability, not a place to hide unrelated model or controller size.
Do not create a service object merely to make a controller or model shorter. Extract an operation only when it has a coherent responsibility that does not naturally belong to one model.
- Use database constraints for integrity and model validations for useful feedback.
- Put related writes in a transaction. Do not make network calls inside that transaction.
- Enqueue external side effects after commit where practical.
- Make GoodJob jobs safe to retry without duplicate records, notifications or state transitions.
- Treat caches, dashboard rollups and summaries as derived data. Identify and update the source of truth rather than repairing derived output.
- Check authorisation separately from authentication.
- Use bang methods when failure must abort the operation.
- Do not use callbacks for workflows spanning multiple models or external systems.
- Rescue only errors the code can meaningfully handle and rescue the narrowest exception class possible. Log enough context and re-raise unexpected failures. Never report success after a partial write.
- Check query count and eager loading when rendering collections.
- Store timestamps in UTC. For calendar boundaries and presentation, use
Time.currentorDate.currentinside the user'sTime.use_zone(user.timezone)context. Background jobs that calculate user-local calendar boundaries must establish that context explicitly. - Use
Process.clock_gettime(Process::CLOCK_MONOTONIC)rather than wall-clock time to measure elapsed execution time.
Zoom out only when there is evidence that the current ownership boundary prevents a correct implementation. Evidence includes:
- The same business rule must change in three or more places.
- Two modules disagree about the source of truth.
- A correct operation cannot be made atomic within the current boundary.
- Callbacks, jobs or cache refreshes repeatedly compensate for unclear ownership.
- A collection of booleans represents an undocumented state machine.
- Retry, concurrency or ordering bugs recur because state is implicit.
- A public contract repeatedly leaks internal implementation details.
- Tests require extensive stubbing because responsibilities cannot be exercised independently.
Do not re-architect merely because a class is long but cohesive, a method gained one branch, two snippets look similar, an abstraction feels inelegant or a hypothetical future caller might need flexibility. Do not add an abstraction with only one caller unless it creates a clear ownership boundary or protects a critical invariant.
Use this escalation order:
- Fix the bug in the existing owner.
- Strengthen the owner's invariant or API.
- Remove proven duplication around that invariant.
- Extract one coherent responsibility.
- Rework the subsystem boundary only when the earlier steps cannot make it correct.
Before a broad redesign, state the invariant, why the current owner cannot protect it, the smallest viable new boundary, migration and rollback risks and how behaviour will be preserved. Get user agreement on the plan unless the redesign is required to resolve an active correctness or security issue.
Before marking any task complete, you MUST check config/ci.rb and manually run the checks in that file which are relevant to your changes (with docker compose exec.)
Skip running checks which aren't relevant to your changes. However, at the very end of feature development, recommend the user to run all checks. If they say yes, run docker compose exec web bin/ci to run them all.
- Specs: All new API endpoints MUST include Rswag specs in
spec/requests/api/.... - Generation: After changing specs, run
bundle exec rake rswag:specs:swaggerizeto updateswagger/v1/swagger.yaml. - Validation: CI will fail if
swagger.yamlis out of sync with the specs (meaning you forgot to run the generation command).
- Start containers:
docker compose up -d(must be running before usingexec) - Interactive shell:
docker compose exec web /bin/bash - Initial setup:
docker compose exec web bin/rails db:create db:schema:load db:seed - Reset test database:
docker compose exec web env RAILS_ENV=test bin/rails db:drop db:create db:schema:load - Cleanup: Run commands with the
--remove-orphansflag to remove unused containers and images
The Amp portal runs Rails in the dedicated portal Compose profile while the web container remains available for commands. Keep the portal process attached to docker compose up; do not change it back to docker compose exec, because stopping the outer exec process can orphan Puma inside the container. Use amp orb service restart hackatime after changing the portal service configuration.
Orb setup prebuilds the Vite client bundle so the first portal request does not block on a build. After changing frontend source, run docker compose exec web bin/vite build before asking the user to review the portal; otherwise their first request can spend several seconds compiling assets.
Development-only endpoints are available to bypass OAuth when working locally or in an Amp orb:
GET /__devlists the available development endpoints.GET /__dev/log-me-in/<email>signs the browser in as the local user with that email. Use/__dev/log-me-in/test@example.comfor the seeded development user.GET /__dev/log-me-outsigns the browser out.
These endpoints are only available in the development environment.
- NEVER commit
config/database.ymlunless explicitly asked to - contains sensitive local/production database credentials - NEVER use
git add .- always add files individually to avoid accidentally committing unwanted files - Use
git add <specific-file>orgit add <directory>/for targeted commits
- Always use the GitHub PR template at
.github/pull_request_template.mdwhen creating a PR. - Write PR titles and descriptions in British English.
- Never use em dashes or en dashes.
- Never use Oxford commas.
- Do not list commands you ran in the PR description.
- Do not mention tests passing in the PR description.
- Bias towards including screenshots or other media, particularly for visual changes.
- Keep descriptions short and simple while still explaining the problem and the useful parts of the change. Avoid waffle.
- Naming: snake_case files/methods/vars, PascalCase classes, 2-space indent
- Controllers: Inherit
ApplicationController, usebefore_action, strong params with.permit() - Models: Inherit
ApplicationRecord; keep domain behaviour with the model that owns the data; use enums and composable scopes where they clarify the domain - Concerns: Use concerns only for cohesive capabilities with a clear name, not as miscellaneous storage
- Error Handling: Rescue specific failures that can be handled meaningfully; log context and let unexpected failures surface
- Imports: Use
includefor concerns,helper_methodfor view access - API: Namespace under
api/v1/, structured JSON responses with status codes - Jobs: GoodJob with 4 priority queues, inherit from
ApplicationJob, concurrency control for cache jobs - Auth:
ensure_authenticated!for APIs, token viaAuthorizationheader or?api_key= - CSS: Using Tailwind CSS, no inline styles, use utility classes. We define some custom classes in
config/tailwind.config.jsandapp/assets/tailwind/application.css.
On Inertia pages, use the <Button /> component for buttons, not <button> tags.
When linking to an Inertia page, use the <Link /> component instead of <a> tags.
Don't mirror Inertia props into local $state with a $effect that just copies them back for read-only display values. Props are already reactive — bind to user.foo directly (or pass it as value={user.foo}) instead of introducing a redundant let foo = $state(user.foo) + $effect(() => { foo = user.foo }). Only introduce local $state when you actually need state that diverges from the prop.
Exception — editable form state for Inertia forms. When the user edits the value locally (bind:value, bind:group, bind:checked), you legitimately need local $state, and you need a $effect to re-sync from props after a server validation error. On 422, Rails re-renders the same component with updated application/form props; if you only initialize once (let foo = $state(application.bar) or let foo = $state(untrack(() => application.bar))), the form fields will not reflect server-normalized values on re-render. Keep the $effect here — this is the legitimate use case, not the anti-pattern.
If svelte-check warns state_referenced_locally on a $state(prop) initializer that you genuinely want to read once (e.g. a tab-default chosen from a prop that never changes after mount), wrap the initializer in untrack(() => ...) from svelte to silence it. Do not use untrack to silence the warning on editable form fields — that hides a real bug; restore the $effect instead.
For computed values derived from props (const x = prop === "a" ? ... : ...), use $derived(...) instead of a bare const — otherwise state_referenced_locally will fire and the value won't update if the prop changes.
We use js_from_routes to generate TypeScript path helpers from Rails routes, instead of passing *_path strings down as Inertia props. Don't pass paths as props — derive them on the client.
- Don't:
render inertia: "Foo", props: { update_path: my_foo_update_path }
<Form action={update_path} method="patch">
- Do:
render inertia: "Foo", props: {}
<script lang="ts"> import { fooThings } from "../../api"; const updatePath = fooThings.update.path(); </script> <Form action={updatePath} method="patch">
For a route with URL params, pass them to .path():
fooThings.update.path({ id: 1 }); // -> "/foo_things/1"
fooThings.update.path({ query: { from: "x" } }); // -> "/foo_things?from=x"- Mark the route in
config/routes.rb: addexport: trueto the route orresourcescall, or wrap a group indefaults export: true do ... end. Unmarked routes are not exported, keeping the generatedapp/javascript/api/small and predictable. Beware that js_from_routes derives helper names from sibling routes on the same controller, so adding or removing an exported route can rename existing helpers — checksvelte-checkafter changing exports. - In dev, refresh the page (Rails reloader regenerates) or run
docker compose exec web bin/rake js_from_routes:generate. Force regeneration withJS_FROM_ROUTES_FORCE=true. - Import from
app/javascript/api/<Namespace>Api.ts(one file per controller). All helpers are also re-exported fromapp/javascript/api/index.ts.
- The path needs the request host (e.g.
share_url: profile_project_url(...)for clipboard copy/link sharing). - The path is computed from data the client doesn't have (e.g.
LeaderboardPageCachebuilds per-rowprofile_pathserver-side and caches it). - The path is purely external (GitHub edit links, Slack channels, etc.) — those aren't Rails routes anyway.
Files under app/javascript/api/ are gitignored and regenerated on every build:
- Dev:
entrypoint.dev.shregenerates on container start, and the Rails reloader regenerates on subsequent route changes. - Production Docker build: regenerated in
Dockerfilebeforeassets:precompile. - CI: regenerated in the
frontendandtest_systemjobs before Vite/svelte-check run; thetestjob triggers regeneration via Rails boot.
After marking a route with export: true, just refresh the page (or run docker compose exec web bin/rake js_from_routes:generate) — there's nothing to commit.
To change the default theme, update it in two places:
app/models/concerns/user_theme_configuration.rb—DEFAULT_THEMEconstant (controls the model default andtheme_metadatafallback)app/javascript/utils.ts—DEFAULT_THEMEexport (used byMarketingLayout.sveltefor unauthenticated pages, andAppearance.svelteas the pre-load fallback)
Valid theme values are the keys of the enum :theme in app/models/user.rb.
- Need to show users to a human (search UI, picker)? →
fuzzy_ranked_search - Need to find IDs to filter something else by? →
search_identity