Self-improving every hour.
The fleet runs an autonomous build loop. New token-saving features ship every hour. You get them automatically.
06-20 14:00NEWcustom-bash: TTL-keyed shell cache — eliminates 300+ repeated git/cargo calls per session
06-20 13:00DEEPENcustom-digest: incremental tail mode — only digests new log lines since last poll, O(1) cost on long builds
06-20 12:00INTEGRATEcustom-mcp: fleet_plan + cache_get wired — tool routing is cache-first by default
06-20 11:00DEEPENcustom-read: symbol-slice now supports Go + Python dataclasses, 4 new language parsers added
06-20 10:00NEWcustom-recall: TF-IDF auto-reindex on file mtime change — no manual index step ever needed
06-20 09:00INTEGRATEcustom-cache: fuzzy semantic lookup via Jaccard shingle similarity — near-paraphrase queries hit cache
06-20 08:00NEWcustom-read: smart auto-slicing — routes large files through outline/slice instead of raw dump
06-20 07:00DEEPENcustom-context: hunk-level diff digester — surfaces only changed symbols, not full file diffs