wshobson

Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining…

Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces…

Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory.

Implement Command Query Responsibility Segregation for scalable architectures.

Implement data quality validation with Great Expectations, dbt tests, and data contracts.

Transform data into compelling narratives using visualization, context, and persuasive structure.

Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures.

Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies.

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or…

Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans.

Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing.

Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration.