Design and execute growth experiments using lean, data-driven tactics
Guide architecture decisions using ADRs, trade-off analysis, pattern catalogs, and C4 diagrams for layered, hexagonal, event-driven, and CQRS patterns.
Use when defining new features, gathering requirements, or writing specifications. Invoke for feature definition, requirements gathering, user stories, EARS format specs.
Use when defining new features, gathering requirements, or writing specifications. Invoke for feature definition, requirements gathering, user stories, EARS format specs.
Create or update Pull Requests with AI-generated descriptions, mermaid diagrams, and file walkthroughs. Integrates with SDD specs. Use --update flag to modify existing PRs.
Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform
Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform
Create Atomic Requirements (REQ) - Layer 7 artifact using REQ v3.0 format with 12 sections, SPEC-readiness scoring, and IMPL-readiness scoring
Check correctness against tests, specs, or invariants; produce pass/fail evidence. Use when validating changes, testing hypotheses, checking invariants, or confirming behavior matches expectations.
System and flow optimization guide. 2025 AI-driven optimization, bottleneck detection and user flow improvements.
Design and implement serverless applications using AWS Lambda, Azure Functions, and GCP Cloud Functions with event-driven patterns and orchestration.
Test-Driven Development (TDD Red-Green-Refactor)
Design UI as information architecture + interaction + visual tone, then translate into implementable specs. Apply when discussing screen design, component design, design systems, or visual hierarchy.
Transform natural language application descriptions into production-ready DigitalOcean App Platform specifications. Use when designing apps, creating app specs, generating deploy.template.yaml, or...
End-to-end product development for iOS/macOS apps. Covers market research, competitive analysis, PRD generation, architecture specs, UX design, implementation guides, testing, and App Store...
Migrate applications from Heroku, AWS, Render, Railway, Fly.io, or Docker Compose to DigitalOcean App Platform. Use when converting existing apps, mapping services, refactoring platform-specific...
Sistem ve akış optimizasyonu rehberi. 2025 AI-driven optimizasyon, darboğaz tespiti ve kullanıcı akış iyileştirmeleri.
Test-driven development workflow with philosophy guide - plan → write tests → implement → validate
Test-driven development workflow with philosophy guide - plan → write tests → implement → validate
Senior Specialist in Remotion v4.0+, React 19, and Next.js 16. Expert in programmatic video generation, sub-frame animation precision, and AI-driven video workflows for 2026.