Context, Compaction & Resuming¶
From Inar's intro: the context window is large but finite, and everything competes for it — your instructions, every file read, every command output, every previous turn. Two practical consequences dominate real work.
1. Long sessions degrade, then compact¶
As a session grows, old detail gets in the way: the agent re-reads stale assumptions, attention spreads thin, and you pay (literally — tokens) to drag history along. Claude Code handles overflow by compacting: summarizing earlier conversation and continuing with the summary plus recent turns.
Compaction is lossy. You can be deliberate instead of letting it happen to you:
Better still, put the important state in files, not in the conversation:
> Before we continue: write NOTES.md summarizing what we've established —
> the chosen parametrization, why we rejected the first approach, and the
> three open questions.
A conversation is working memory. The repo is long-term memory. Agents that write things down survive compaction; agents that don't, repeat their mistakes after it.
2. Sessions are resumable¶
Closed the terminal? Crashed? Next morning?
claude --continue # pick up the most recent session here
claude --resume # choose from past sessions
Combined with the NOTES.md habit, this makes multi-day agentic projects routine: each session starts by reading the notes, ends by updating them. (You'll recognize this as how humans run long experiments, too — the lab notebook pattern is older than the lab.)
The budget mindset¶
| Cheap | Expensive |
|---|---|
| Pointing at a file path | Pasting the file into chat |
| A subagent reading 40 files | The main agent reading 40 files |
NOTES.md re-read at session start |
Re-deriving decisions in every session |
| Cached, stable system prompt | Constantly shuffled instructions |
CLAUDE.md is pinned context
A CLAUDE.md file at your project root is read at every session start —
it's the place for things that must never fall out of context:
conventions, cluster rules, "always run pytest before claiming success."
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