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Docs: parse_session does one pass over the transcript, not two #4

Description

@royalpinto007

What is wrong

Both the code docstring and the README claim agentrace reads each transcript twice. It reads it once.

agentrace/parse.py, parse_session docstring (lines 111-116):

Two passes over the file rather than one: results can appear before we have seen every use in weird orderings, and a 34MB file is cheap to scan twice compared to getting this subtly wrong.

README.md "Design notes" (lines 112-113) repeats it:

Two passes over the transcript, not one. Results can appear before every use has been seen in unusual orderings.

The actual implementation is a single for rec in _records(path) loop (line 120) that fills two dictionaries, uses and results, and then joins them afterwards (line 142). One pass over the file, two dictionaries. The out-of-order-results property the docs are proud of is real and is genuinely delivered, just by the buffering, not by a second read.

Why it matters

This is the first design note a new contributor reads, and it teaches them a wrong mental model of the hot path. Anyone optimizing IO would go looking for a second read that does not exist.

Steps

  1. Reword the parse_session docstring in agentrace/parse.py to describe what the code does: one pass collecting tool_use and tool_result blocks into two maps keyed by tool_use_id, then a join. Keep the reason, which is the good part: pairing must not depend on a result appearing after its use.
  2. Update the matching bullet in README.md under "Design notes" to say the same thing.
  3. No code change and no test change needed.

Small, self-contained, under an hour. Comment below to claim it and I will usually reply within a day.

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