The Python client now reaches what the Rust crate does and the server
serves. Research covers every /v1/research route: record() files
benchmarks, studies, runs and papers in one batch a kind; runs(),
get_run() and compare() read them; grant(), revise() and retract() move
consent and versions; the experiment plane and artifacts as before.
Arena covers /v1/benchmark: catalog, leaderboard, claims (written with
protocol and source), history, compare, presets, and runs, which queue a
paid execution and are refused without confirm=True.
wire holds the crate's Run, Benchmark, Measure, Study, Paper and
Comparison field for field; canonical writes RFC 8785 bytes equal to the
crate's (tests/vectors/rust.json, written by the crate); lineage and wal
are the crate's records, and a WAL the crate wrote verifies here.
capture() reads the harness commit (the diff's SHA-256 when dirty), the
weights' SHA-256, host, CPU, GPU, device, dtype and packages, and
apply() folds them into a run.
runs(org=) sends no credential: the server answers ?org= only to a
caller with no org. An org the token does not belong to is refused
before the request, since the server would act in the home org. The
command is hanzo-research; the native CLI owns `hanzo`.
zeekay
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