Engineer role evolving from "conductor" to "orchestrator" of coding agents¶
Insight: The software engineer role is evolving from implementer to manager — from "coder" to "conductor" (guiding a single AI agent synchronously) to "orchestrator" (running multiple agents in parallel asynchronously). Conductor-style workflows are synchronous and interactive; orchestrator-style workflows are asynchronous and parallel. Up to 90% of software engineers now use some kind of AI for coding.
Detail: Conductor pattern: tight feedback loop with one agent, verifying each suggestion (Claude Code CLI, Cursor, Copilot). Orchestrator pattern: multi-agent workflows running in parallel without interference (Claude Code for web, OpenAI Codex Cloud, Google Jules). The shift is from "How do I code this?" to "How do I get the right code built?" — a subtle but profound change. Orchestrator tools support parallel Git worktrees, async execution, and PR-based review workflows.