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You finished the follow-up

That's the whole system.

You just worked back through a full day of turning Codex from "another CLI" into a repeatable, trustworthy development system โ€” 11 lessons, 70 concepts, and a stack of hands-on challenges. Here's the through-line worth keeping.

Six ideas to carry forward

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Separate your contexts

Research, execution, and quota-sensitive agent work are different jobs. Route each to the surface that fits โ€” and never burn your good quota on read-only thinking.

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Conduct, don't type

Drive a manager agent and worker panes from plain English. Your job moves from keystrokes to intent, review, and orchestration.

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Give agents memory & guardrails

Agent-managed folders, living check-back files, and agents.md guardrails keep long runs on the rails without stuffing the context window.

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Trust the code, not stale notes

Treat code as the source of truth, snapshot huge context when you need it, and capture design decisions in design.md.

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Hook the lifecycle

User-prompt, tool-use, and stop hooks plus skills and the Ralph loop let you encode expertise and intercept the agent where it matters.

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Go autonomous, safely

Background daemons, self-improving loops behind deterministic gates, and overnight crons turn Codex into a small operating system of helpers.

Where to go next

Revisit the learning path Back to the start