I am a software engineer and an Organizational Engineer advocating for Intent-Driven Team Development.
My mission is to architect not just software, but the organization itself. I focus on shifting engineering organizations from individual, resource-based task execution to flow-based team output. By combining Intent-Driven Development (IDD) with Mob Programming (especially augmented by AI as "MobAI"), I help teams build robust systems and collaborative cultures through high-value, intent-focused sessions.
- 💻 Backend: Ruby on Rails / Go / TypeScript
- ☁️ Infrastructure: AWS / Docker / CI/CD / Monitoring
- 🏢 Organization Engineering: Intent-Driven Team Development, Flow Optimization, Scaling Team Capabilities
- 🧪 Engineering Culture: Intent-Driven Development (IDD), Mob Programming (MobAI), TDD, Developer Experience
- 🤖 Interests: AI-driven development, Engineering Education, DevRel
- 📝 My Blog – Software architecture and team development (in Japanese 🇯🇵)
- 👥 Intent-Driven Team Development: Adapting engineering practices for management to highlight how collective flow outscales individual AI-coding speed.
- 🤝 Bridging IDD & Mob Programming: Synthesizing Intent-Driven Development with Mob Programming ("MobAI") to improve organizational flow, collaboration, and architectural intent.
I'm inspired by teams and engineers who...
- Prioritize collective intent and flow over individual velocity
- Actively explore the intersection of AI and team collaboration
- Build sustainable, context-rich engineering cultures
If that resonates with you — let's connect!
- 🌌 Reach me on Bluesky
- 🌱 Currently exploring: “How AI and Intent-Driven Development redefine engineering team dynamics”
“Optimization is about flow and collective intent, not just individual speed.”
— t-sakoda