decide.js asks ~10 choice questions in one call (mark, x, measure, agg, series,
order, top, one filter per text column) and assembles the spec; the validator
still checks it. Weakest needed answer < FLOOR, a failed check or a model error
hands the question to the LLM path, and the response says why. Page: brain
picker, latency/confidence line, 'or as <mark>' from the mark probabilities.
bench.py scores brains on 12 fixed questions.
Claude-Session: https://claude.ai/code/session_01VDkN7ukK1kXkqov8FaZxva
Co-authored-by: Claude <noreply@anthropic.com>
First live run: Workers AI answered specs the validator refused (agg spelling).
normalizeSpec fixes case and common aliases only; on a 422 the response
carries model_said (shown, never run). Smoke now fails on a bad spec.
Claude-Session: https://claude.ai/code/session_01VDkN7ukK1kXkqov8FaZxva
Co-authored-by: Claude <noreply@anthropic.com>
Library (aicharts.js): spec validator, fixed ops (filter/group/sort/bin/limit),
Chart.js config, attach() for existing charts, <ai-chart> element.
Worker: sample orders in D1, schema/sample/aggregates to Workers AI with
structured output + one repair round, saved_charts, per-IP and daily caps.
deploy.py: workers.dev only, no DNS. For teahub matcha/teahub#93.
Claude-Session: https://claude.ai/code/session_01VDkN7ukK1kXkqov8FaZxva
Co-authored-by: Claude <noreply@anthropic.com>
grok 4.7 fix rounds (28-54 steps, three at once) were most of a quick $20 of Venice
spend in the first live batch. Kimi's code model is a different model from round one's
Qwen Coder, so escalation still gets a fresh attempt, at a fraction of the cost.
TIME_VENTURE_ESCALATE still overrides.
Claude-Session: https://claude.ai/code/session_01VDkN7ukK1kXkqov8FaZxva
Co-authored-by: Claude <noreply@anthropic.com>
Two findings from the first live batch (#26):
- its children waited a tick: GitHub doesn't list a card made a moment ago. spawn()
now hands its cards to the same tick's card loop.
- every fix round was a page claiming what its code didn't do: promised drops, and
'builds on' the trending repos the brief asked it to name. The brief now says the
repos are the wave it rides, forbids promised features, and has the worker re-read
the page against app.js; fix rounds remove a failing claim instead of building.
Claude-Session: https://claude.ai/code/session_01VDkN7ukK1kXkqov8FaZxva
Co-authored-by: Claude <noreply@anthropic.com>
GitHub returns labels as objects, and a card made a moment ago isn't listed yet, so
the batch card a tick had just made fell through to the single-venture path (live:
#24). Labels are now read by name, and the tests' fake GitHub returns label objects
and holds a new batch card back from listings for a tick, which reproduces #24.
Claude-Session: https://claude.ai/code/session_01VDkN7ukK1kXkqov8FaZxva
Co-authored-by: Claude <noreply@anthropic.com>
A tick runs its top cards in one wave, handing out worker runs in priority order (at
most TIME_VENTURE_HEAVY, default 3; one per card per tick). Made safe for threads: the
folder lock is a per-build Hands subclass instead of a patch on the shared class,
ventures.json is read fresh and written under a lock, and a contents PUT that loses
the race for the branch head (409) is retried. TIME_VENTURE_HEAVY=1 is the old
one-at-a-time.
Claude-Session: https://claude.ai/code/session_01VDkN7ukK1kXkqov8FaZxva
Co-authored-by: Claude <noreply@anthropic.com>
One batch card scouts once, the seats pitch a field, and the board ranks it; the top k
(each wanted by two seats) become venture cards in the batch's milestone at 'picked'.
Children run the ordinary loop side by side, wait at 'ready' until every sibling is
settled or the hold runs out, then launch together. No child left behind: one batch
retry for a held child, then it is counted dead in the cohort retro, which closes the
card and the milestone. Fix rounds now yield the single worker run per tick to cards
still due their first build, so a failing page can't starve its siblings.
Claude-Session: https://claude.ai/code/session_01VDkN7ukK1kXkqov8FaZxva
Co-authored-by: Claude <noreply@anthropic.com>
teahubxyzandClaude