Get inspired by what you can build with Devin
Browse practical examples across engineering workflows. Each use case includes prompts you can try immediately.
Features:
★Project ManagementAuto-Triage Bugs via LinearDevin auto-investigates bugs the moment a label is applied in Linear.
★AutomationsDaily Sentry Error FixesRecurring session that pulls new Sentry errors overnight and opens fix PRs by morning.
★Incident ResponseAuto-Investigate Datadog AlertsWire PagerDuty or Datadog alerts to Devin for automatic incident investigation.
★Code QualityAdd Unit Tests to Your Payments ServiceBuild a test-writing playbook for payment processing and cover charge flows, refunds, and webhooks.
★Feature DevelopmentImplement Bookings API from OpenAPI SpecHand Devin a YAML spec and get fully implemented Express route handlers, Zod validation, and Supertest integration tests — matching your existing codebase patterns.
Incident ResponseAuto-Triage Sentry ErrorsWire Sentry webhooks to the Devin API to auto-triage each new production error.
Incident ResponseDebug a Bug Report End-to-EndHand Devin a bug report with Datadog logs and database access for root-cause analysis.
MigrationsMigrate 50 Files from REST to GraphQLScope a 50-file REST-to-GraphQL migration, split it into conflict-free work packages, and run them in parallel.
MigrationsCreate a React 18 to 19 Upgrade PlaybookTurn the official React 19 upgrade guide into a phased playbook mapped to your codebase.
Feature DevelopmentBuild a Stripe Checkout FlowHand Devin a checkout spec and get a working payment flow with Stripe integration, tests, and browser verification.
Feature DevelopmentDockerize a Django App with Postgres and RedisDevin writes a multi-stage Dockerfile and docker-compose.yml for Django, Postgres, and Redis, then verifies the stack runs.
Feature DevelopmentFigma to Pixel-Perfect CodeConnect the Figma MCP and let Devin build components from your mockups.
Feature DevelopmentBuild a Team PTO TrackerDescribe your tool and Devin builds, tests, and verifies it end-to-end.
Feature DevelopmentAdd Japanese & Spanish to a Next.js AppDevin installs next-i18next, extracts strings into locale files, and verifies three languages in the browser.
Feature DevelopmentTrace a Stripe Payment Flow End-to-EndUse Ask Devin to map every file in a Stripe checkout flow before writing code.
Feature DevelopmentEnforce a Migration Checklist on Every PRBuild a repo skill that catches destructive operations and validates schema changes in every migration PR.
Feature DevelopmentCatch Visual Regressions Before Every PRA repo skill that makes Devin screenshot every affected page and flag layout breakage before opening a PR.
Data & AnalyticsAd-Hoc Data Queries in SlackType /dana in any Slack channel to query your database in plain English.
Data & AnalyticsCustomer Health Summaries in SlackUse Dana and a playbook to pull customer account metrics from your database.
Data & AnalyticsBuild a Custom API Usage DashboardDevin has a built-in dashboard, but if you need custom metrics, have Devin build a tailored version using the v3 API.
Project ManagementTurn PRDs into Sprint TicketsPoint Devin at a Notion PRD and get scoped Linear tickets for each work package.
Project ManagementBulk-Plan Your Ticket BacklogMulti-select tickets in Linear and get confidence-scored implementation plans.
Project ManagementAuto-Generate API Docs from LinearCreate a docs playbook, sync it as a Linear label, and generate documentation by labeling a ticket.
AutomationsAuto-Fix Failing CI BuildsAdd a GitHub Action that calls Devin to fix failing CI on your PRs.
AutomationsAuto-Fix Tickets via WebhooksConnect any ticketing system to Devin with a webhook-to-session bridge.
AutomationsRun Nightly E2E Tests on StagingSchedule Devin to run your end-to-end test suite against staging every night and file tickets for failures.
AutomationsWeekly Dependency Update PRsSchedule a weekly session that finds outdated packages, runs tests, and opens upgrade PRs.
AutomationsDaily Datadog Health DigestDaily session that scans Datadog for errors and posts a health digest to Slack.
AutomationsWeekly Changelog from PRsCompile merged PRs into a categorized changelog and post it to Slack every Friday.
AutomationsDaily Design System AuditSchedule Devin to scan merged PRs and flag hardcoded colors and missing tokens.
AutomationsClean Up Feature Flags Post-ReleaseSchedule a one-time session to strip out a feature flag and its dead code after release.
AutomationsWeekly Status Digest in NotionA scheduled Devin summarizes recent PRs and commits into a Notion status page every week.
Code QualityAuto-Fix PR Bugs Before MergeDevin reviews every PR for bugs and pushes fixes to the branch automatically.
Code QualitySplit a Monolithic Express Router into Domain RoutesDevin breaks a 2,000-line Express router into domain-specific route files with shared middleware.
Devin OptimizationCut a Feature Prompt from 42 to 12 ACUsWalk through a pagination session that burned 3x the expected ACUs, find three root causes, and rewrite the prompt.
Devin OptimizationFix Checkout Latency with Three Competing StrategiesRace 3 parallel sessions against a slow checkout API — each tries a different optimization, then the best ships.
Devin OptimizationTest 8 Untested Modules in One NightLaunch 8 parallel sessions overnight to write unit tests and open PRs by morning.
Devin OptimizationEvaluate 30 Logging Libraries for Your StackRun one session per library to score pricing, performance, and SDK quality — then merge into a ranked comparison.
Devin OptimizationTurn a Production Hotfix into a PlaybookExtract the steps from a successful incident response session into a reusable hotfix playbook.
Devin OptimizationFix a Flaky DB Migration PlaybookYour db-migration playbook blows up on foreign keys. Feed session links into Advanced Devin to patch the gaps.
Devin OptimizationWeekly Knowledge Deduplication and CleanupSchedule a Monday Advanced Devin session that triages suggestions, merges duplicates, and resolves conflicts.
Devin OptimizationGenerate a Team-Specific Devin Onboarding GuideDevin reads its own docs and generates a getting-started guide customized to your team’s stack and workflows.
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