Professional Agentic Product Engineering

Chapter

Coming from the eight tiers?

Every old tip kept its words and has a new home, and three tips are new. The tip map at the end lists every old tip number next to its new one.

Old tier New tier Why it moved
T1 Professional Prompting T1 Prompt Renamed; also takes context hygiene from old T3
T2 Shaping & Slicing T2 Plan Renamed; also takes knowledge encoding from old T3
T3 Context Management T1 Prompt + T2 Plan Split: hygiene (the active window) → Prompt; knowledge (CLAUDE.md, Skills, MCP, memory) → Plan
T4 Loop Until Done T3 Verify Renamed; also takes checkpointing from old T5
T5 Checkpointing & Hardening T3 Verify + T4 Enforce Split: checkpointing → Verify; hardening (hooks, CI, gh) → Enforce
T6 Orchestration T5 Orchestrate Renamed; also takes the parallel half of old T7
T7 Fleet Ops T5 Orchestrate + T6 Supervise Split: parallel (terminal, a worktree per agent) → Orchestrate; always-on (box, phone, server) → Supervise
T8 Agent Execution Layer T6 Supervise Joined by old T7's always-on runs: from your box to the team's system