architecture.
2026
- Contract Driven DevelopmentWhat if we stopped trusting code and started trusting outcomes? A practical framework for software development where contracts define reality and implementation becomes irrelevant.
- AI Agent System ArchitectureSystems design for multi-agent coordination — evolving from single-agent PRD executor to a full team system with SOUL-based personalities, filesystem-native state, and observable dashboards.
- Contract-Driven Development: An Armchair ManifestoWhat if we stopped trusting code and started trusting outcomes? A philosophical framework for software development where contracts define reality and implementation becomes irrelevant.