
What happened
Across about 80 Claude Code sessions in one week in September 2026, one implementation subagent reached roughly 870,000 tokens and about 500 tool calls in a single delegation.
Why it matters
The parent session's Context looked small, yet subagent totals ran about 3x the parent on average, so watching only the parent hides where the usage budget goes.
What to watch
The fixes here (splitting work by task type, shrinking docs, fewer verification passes) were not measured under identical conditions, so gains may reflect multiple changes at once.
WHO IT HITSDevelopers and teams running many Claude Code subagents who watch only the parent session's context will need to total subagent usage to spot the heavy roles.
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The subagent structure exists to keep each delegated task's context separate, but the author's logs show this only pays off when the split follows the kind of work. In the largest session, about 5.6 million tokens of final Context spread across 27 subagents dwarfed the parent's roughly 400,000, and the outliers were an on-device check and test-following work.
The three fixes point in different directions. One kept test writing with the implementation agent; another split test clean-up away from it. The author explains both by asking where the bloat sits: reduce the number of on-device checks in one case, and stop several task types from piling up in one agent in the other. The rule of thumb that emerged was to size a single delegation at one document or one change.
Whether these gains hold is not settled. The sessions after the switch to Opus 5.5 had different conditions and were not a clean model comparison, and the author notes the cost of over-splitting is more request and report overhead. The figures here are one developer's own measurements, useful as a way to see where usage goes rather than as a benchmark for other setups.
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