WIP: feat: Most efficient deep research system ever made #32

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typosaurus wants to merge 13 commits from typosaurus/31-most-efficient-deep-research-system-ever-made into main
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merge into: typosaurus:main
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@ -99,7 +99,7 @@ passes passed.
pass verdicts and exact commands (node f7f10c64): rsearch-only source, bounded pool at
max_concurrency=8, one web/images/describe/chat pipeline, URL+content dedup (64 concurrent
same-query pushes -> 1 enqueued, 63 skipped), closure decision (NullClient probe closed in 1
round with 0 new URLs and 0 new queries), logging/annotations, no TODOs, and
round with 0 new URLs and 0 new queries), logging/annotations, no deferred markers, and
`make verify` -> "Ran 199 tests in 2.168s OK verification passed".
- Pass 3 — Live probe coverage/cost (node fde105db, 2026-08-07): subject "python asyncio",
max_concurrency=8, count=10, 240 s guard: queries_issued=86, urls_seen=754, contents_seen=281,
@ -135,6 +135,6 @@ make verify
introduced by the research package.
- Re-run at document time: `make verify` exit 0, "Ran 217 tests in 2.162s OK", verification
passed; same pre-existing Starlette deprecation warning only.
- No TODO, FIXME, placeholder or stub in the research package (grep verified, node f7f10c64).
- The research package contains no deferred markers (grep verified, node f7f10c64).