- Added a new `--since` CLI window option and applied a timestamp cutoff to tools, edits, and followups queries, including session-count updates.
- Updated edit analytics to treat `is_error` as authoritative, added hashline op parsing from edit input, and expanded failure classification patterns for hashline error cases.