How context engineering turned Codex into my whole dev team — while cutting token waste
How context engineering turned Codex into my whole dev team — while cutting token waste

How context engineering turned Codex into my whole dev team — while cutting token waste

One night I hit the token limit with Codex and realized most of the cost was coming from context reloading, not actual work.

So I started experimenting with a small context engine around it: - persistent memory - context planning - failure tracking - task-specific memory - and eventually domain “mods” (UX, frontend, etc)

At the end it stopped feeling like using an assistant and more like working with a small dev team.

The article goes through all the iterations (some of them a bit chaotic, not gonna lie).

Curious to hear how others here are dealing with context / token usage when vibe coding.

Repo here if anyone wants to dig into it: here

submitted by /u/Comfortable_Gas_3046
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