The Analogy
A Conductor isn’t:- ❌ The musician (playing every note themselves)
- ❌ The composer (completely detached from execution)
- ✅ In close sync with the performer through the entire process
- ✅ Guiding, shaping, and refining in real-time
- ✅ Maintaining the vision while delegating execution
Managing Parallelism
Once a workflow is disciplined and predictable, a senior engineer can direct 3–6 workstreams in parallel:- Feature A: AI implements auth flow
- Feature B: AI writes test suite
- Feature C: AI refactors legacy module
- Feature D: AI generates documentation
- Feature E: AI optimizes database queries
- Feature F: AI sets up CI/CD pipeline