Simulate Staff Engineer with Claude Sub-Agent Teams
Orchestrate Claude sub-agents as Architect and Tech Lead to enforce senior engineering discipline: design specs via git before code, task breakdown into 2-5 min chunks, and plan audits to prevent shortcuts.
Enforce Senior-Level Discipline on AI Agents
Junior engineers differ from seniors not in syntax knowledge but in predictability, risk management, and discipline under pressure. AI agents mirror junior flaws by skipping reviews, taking unverified shortcuts, and producing untested code they 'like' but that fails in production. Adding more agents without structure amplifies chaos and compute waste, as Anthropic's C compiler experiment shows agents collaborate effectively only with enforced pipelines. Counter this by building a hierarchical 'Staff Engineer' system in Claude Code that delegates to specialized sub-agents, mimicking real orgs for verified outputs.
Architect Sub-Agent for Rigorous Design
Assign an Architect agent to handle Discovery & Design: it poses one clarifying question at a time, evaluates 2-3 approaches with explicit trade-offs (e.g., speed vs. scalability), then generates a git-committed design spec. Crucial rule: no code writing until human approves the spec. This prevents premature implementation, ensures alignment, and builds a versioned artifact for downstream agents.
Tech Lead for Task Planning and Audits
The Tech Lead sub-agent decomposes the approved spec into granular 2-5 minute tasks, specifying exact file paths and full code requirements. A separate, fresh auditor agent then reviews this plan against the original spec to detect gaps, scope creep, or inconsistencies before execution. This dual-check enforces TDD, spec adherence, forensic debugging, and sub-agent delegation, turning chaotic AI outputs into reliable, production-grade engineering workflows.