The job asked for /v1/kms/orgs/hanzo/secrets/<path>/<key> and parsed
.secret.value. KMS serves GET /v1/kms/secrets/<path>/<key>?env=<env> and
answers {"env","name","value"}, taking the org from the token's own claim,
so every read 404'd and every release reported the credential unseeded —
including hanzo/prod/python-sdk-publish/PYPI_TOKEN, which is there.
Root to 3.2.13, README install line names it. hanzo-research declares its
readme, license and authors, so its page carries them.
The one-shot constructor note= sets self.note (a str), which shadowed the
note() method → 'str object is not callable' at call time. The running-log
accumulator is now log(); note= stays the one-shot note. Proven end-to-end
logging 9 kernel-perf experiments (4 proven / 5 refuted) to the live
api.hanzo.ai/v1/research with hypothesis+verdict+provenance.
Add the scientific-method frame to the experiment handle: state a hypothesis
+ prediction up front, .note() the running log, and .conclude(verdict ∈
proven|refuted|inconclusive, because=...) to seal it. A refutation is
recorded as clearly and durably as a proof. finish() defaults a stated
hypothesis to inconclusive — a finished run never silently reads as proof.
All fields serialize into the record's meta alongside the auto-captured
provenance (git sha + lib versions), so a verdict is queryable evidence.
Backward-compatible: every new param is optional.
snapshot/report now SUBMIT the bytes (base64 content); the server hashes them and owns
the sha256 + ref — the SDK no longer asserts a (poisonable) hash or a client ref. _headers
sends ONLY the per-org key (Bearer); it never mints X-User-Id/X-Org-Id (a cross-tenant
forge the gateway strips) — any dev bypass is server-side.
The ONE way producers record/query R&D evidence via /v1/research (HIP-0512),
generated-shape from openapi/research and wrapped in a tiny verb surface so
hand-rolling is the worse choice:
exp = research.experiment(kind, subject, task) # get/create → handle
exp.record(item, model, result) # attempt, idempotent by stable id
exp.snapshot(bytes) / exp.report(text) # diary artifacts (sha256-addressed)
exp.finish(value) # seal the run
research.query(project=, kind=) # read canonical
Zero-config auto-instrumentation (caller supplies no provenance): captures git
sha/branch/dirty, lib versions, host, and THREE self-documenting narrative sources —
the calling code's docstring (what this experiment is), the commit messages since this
experiment's last recorded run (what changed + why), and an optional note. The project
self-documents as a side effect of running.
Importer-agnostic: ingest() is one idempotent POST; any source (SQLite backfill, git
history, kernel-perf campaign) maps to stable ids and re-imports as a no-op. Stdlib
only (urllib); per-org key auth; private-by-default.
zeekay