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hotato 0.5.0

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@quantumCF quantumCF released this 09 Jul 10:05

hotato 0.5.0 - 2026-07-09

This release turns Hotato from a set of scoring commands into a passive regression
loop: connect a stack once, sweep recent real calls for candidate turn-taking
moments, promote the confirmed ones into fixtures, and prove a fix without an
unsafe threshold bandaid.

Added

  • hotato sweep --demo runs the full sweep over two bundled real calls with no
    stack, no credentials, and no network, so the first sweep works before anything
    is connected.
  • hotato fixture promote FILE#N --expect yield|hold turns one sweep or analyze
    candidate into a permanent regression fixture. The analyze and sweep HTML
    reports now carry per-candidate copy-command promote and hold actions.
  • hotato init webhook --stack vapi|retell|twilio scaffolds a self-hostable
    ingestion worker that verifies the webhook, fetches the recording read-only,
    runs hotato ingest, and optionally posts a Slack or GitHub notification. By
    construction it never mutates platform config and never labels intent.
  • hotato issue create and hotato pr create render a GitHub issue or a
    fixtures PR from a sweep run. Both default to a dry run that prints the body and
    the exact commands they would run, and touch a repo only with --repo and
    --yes. pr create always uses a feature branch and never force-pushes.
  • hotato verify --out verify.html writes a self-contained before and after proof
    page, and --policy hotato.verify.yaml enforces guardrails as hard fail
    conditions. A run cannot pass by improving one axis while regressing the other,
    and a battery missing a hold or yield fixture fails the opposite-risk check.
  • hotato apply PATCH_JSON --clone applies a patch only to a fresh staging
    assistant, never the production source. It refuses a threshold funnel outright
    and recommends engagement-control instead. There is no production-apply path.
  • hotato trust --stereo call.wav reports whether a recording is even scorable
    before you score it (channel swap, mono, sample rate, clipping, silence,
    crosstalk, scorability), so a bad export is caught up front.

Fixed

  • hotato.__version__ and the describe and --version banners are now covered
    by a lockstep test, so a stale version string cannot ship again.
  • llms-full.txt is built from the top-level docs only and is byte-reproducible
    across a git checkout and an extracted sdist.

See the full entry list in CHANGELOG.md.