AI-Powered Development Workflows
Discover proven workflows for complex development tasks. Each workflow combines file discovery, multi-model planning, and integrated terminal execution to solve real engineering challenges.
Claude Code Workflows
Large Refactors with Claude Code on macOS
Guide Claude Code through system-wide refactors without breaking dependencies
Solves:
- • Edits in one module can impact other modules and build steps
- • Refactor touches 50+ files, no way to review scope
Monorepo Migration with Claude Code on macOS
Transform multiple repositories into a unified monorepo with complete dependency mapping
Solves:
- • Breaking dependencies when consolidating repos
- • Lost import paths during consolidation
Cursor Workflows
Bug Triage with Cursor on Windows
Find root causes faster with architectural context Cursor doesn't have
Solves:
- • Cursor fixes the symptom, not the root cause
- • Bug spans multiple services, Cursor sees one file
Cross-Package Changes in Monorepos with Cursor
Navigate complex monorepo changes that span multiple packages and services
Solves:
- • Changes in one package break other packages
- • Cursor doesn't see full monorepo context
General Workflows
Incident Response & Production Debugging
When every second counts, AI needs full system context
Solves:
- • AI suggests fixes without seeing the full picture
- • Hotfixes break other services
Containerizing Legacy Applications on Linux
Safely dockerize complex legacy systems without breaking critical dependencies
Solves:
- • Hidden system dependencies break in containers
- • Configuration files scattered across filesystem
Automated JavaScript Dependency Upgrades
Upgrade JavaScript dependencies safely with automated testing and rollback capabilities
Solves:
- • Breaking changes in minor version updates
- • Complex dependency trees with conflicts
Rapid Vulnerability Discovery and Patching
Quickly identify security vulnerabilities and apply patches without breaking functionality
Solves:
- • Security patches breaking application functionality
- • Missing indirect vulnerabilities in dependencies
Migrate REST APIs to GraphQL Incrementally
Transform REST endpoints to GraphQL without breaking existing clients
Solves:
- • Breaking existing clients during API migration
- • Complex REST endpoint logic hard to translate
Unify Logging Across Microservices
Standardize logging formats and practices across all services for better observability
Solves:
- • Inconsistent log formats across services
- • Critical information missing from logs
Plan Phased Feature Rollouts
Design and implement safe feature rollout strategies with automated monitoring
Solves:
- • Feature rollouts causing production incidents
- • Complex feature flag logic becoming unmaintainable
PostgreSQL Migrations Without Downtime
Execute complex database schema changes with zero downtime and automatic rollback
Solves:
- • Schema changes causing application downtime
- • Data corruption during complex migrations
Redis Caching Patterns and Setup
Implement optimal Redis caching strategies with performance monitoring and invalidation
Solves:
- • Cache invalidation logic becoming complex and error-prone
- • Cache hit ratios lower than expected
Migrate CI/CD to GitHub Actions Safely
Transform existing CI/CD pipelines to GitHub Actions without disrupting deployments
Solves:
- • Complex pipeline logic hard to translate
- • Secret and environment management differences
Repository-Wide Linter Configuration
Establish consistent code quality standards across entire codebase with automated fixes
Solves:
- • Overwhelming number of linter violations in legacy code
- • Inconsistent linting rules across different parts of codebase
Extract and Refactor Terraform Modules
Refactor monolithic Terraform into reusable modules without state disruption
Solves:
- • Terraform state corruption during refactoring
- • Complex resource dependencies hard to untangle
Implement SLOs and Error Budgets
Establish service level objectives with automated error budget tracking and alerting
Solves:
- • SLOs that don't reflect actual user experience
- • Error budget burn rate difficult to track and act upon
Web Accessibility Fixes Systematically
Generate a targeted remediation plan, then make fixes with reviewable steps
Solves:
- • Accessibility issues are scattered across templates and components
- • Hard to coordinate fixes and keep evidence
Add Internationalization to Next.js
Implement comprehensive i18n support with automated string extraction and translation management
Solves:
- • Scattered hard-coded strings
- • Complex App Router locale routing
Plan Edge Runtime Migrations
Migrate applications to edge runtime with performance optimization and compatibility validation
Solves:
- • Code incompatible with edge runtime constraints
- • Performance degradation in edge environment
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