Brewing:
- roasted_beans + brews tables; /beans (bean management with LLM URL
prefill) and /brews (silhouette brewer picker across immersion/
percolation/espresso, recipe fields, auto ratio, 0-10 rating, tasting
notes); bean remaining weight derived from logged brew doses
- Green inventory lot form also prefills from a product URL
Navigation/UX:
- Side nav is now generated from one definition in nav.js, grouped
Roasting / Brewing / account, consistent on every page
LLM:
- 'Ask the LLM' chat drawer on the planner (stateless /api/plan-chat)
grounded in the plan, computed ledger, learned pace, and a new
roaster-behavior profile aggregated from uploaded .alogs
(/api/roaster-profile: TP lag, phase RoR, median milestone temps)
- The profile also feeds roast reviews and the planner curve's fallback
milestone temps
API platform:
- User-generated bearer tokens (rpt_…) with account-page management;
token requests skip CSRF; hand-authored OpenAPI 3 spec at
/api/openapi.json rendered by self-hosted Swagger UI at /api-docs
- Full-database backup export/import (admin) + per-user data export
Co-Authored-By: Claude Fable 5 <[email protected]>
- New server/llm.js consolidates ModelRuntime + model selection: admin
setting (app_settings.llm_model) > LLM_MODEL/PREFILL_MODEL env > first
available; used by both prefill and roast evaluation
- GET/PUT /api/admin/llm lists configured models and stores the choice
(validated against the list; empty = auto; audited); admin page gains
an LLM section with a model picker
- All user-facing 'Pi agent' wording is now 'LLM'; no_model error message
no longer references the pi CLI
- /roasts table: Review column removed (review lives in the detail view)
Co-Authored-By: Claude Fable 5 <[email protected]>
- POST /api/roasts stores the original .alog verbatim (multiple per plan),
parses it server-side, and kicks off an async zero-tool Pi agent review
(grade, highlights, concerns, next-batch suggestions, plan-vs-actual)
- /roasts page: table of historical actual roasts with review summaries;
row detail renders the BT curve as SVG with the plan curve overlaid,
shows the full review, and offers original-.alog backup download,
re-evaluate, and delete
- Planner's Reference curve drawer gains a multi-file finished-roast
uploader that attaches to the open (synced) plan
- Failed reviews record the error on the row and are retryable via
POST /api/roasts/:id/evaluate (e.g. once a model is configured)
Co-Authored-By: Claude Fable 5 <[email protected]>
Replaces the flat additive batch-size correction with a per-user
multiplicative pace factor learned from each account's own logged
roasts (shared/learn.js, GET /api/machine-profile), plus a lot-scoped
"last refine" auto-suggestion. Also fixes the reference data being
framed as "your own roasts" on a now-multi-user product, and
reclassifies the drying/Maillard sanity checks as informational since
they're algebraically derived from the DTR check rather than
independent (yellow = 0.56 x first crack, not entered separately).
Bug fixes found by an adversarial Opus review of the first pass:
- Unicode minus sign (U+2212) broke duration parsing against the
app's own generated refine-suggestion text
- Printed sanity-checks table still showed a bare pass/fail glyph for
the now-informational drying/Maillard rows
- Printed time-ledger box didn't show the pace multiplication step,
so it stopped reconciling by hand once pace != 1
- Field 6.4 (manual batch correction) was double-counted: excluded
from the learned-pace fit but added back after the multiplication
- Learned pace had no outlier rejection or hard clamp
- computeLedger had no test coverage
- Batch-size help copy overstated what the pace factor models (it's
a single blanket ratio, not conditioned on batch weight)
A follow-up Opus pass also caught the per-user profile cache
surviving logout/account-switch in a shared browser; fixed by
sweeping it alongside the existing plan-draft cleanup.
Co-Authored-By: Claude Sonnet 5 <[email protected]>
Ports inventory management and SCA-style cupping scoring from
hope_roaster: lot tracking with audit-logged consumption, cupping
sessions with server-authoritative scoring and a live radar chart,
and links from the planner (draw-from-lot, open-cupping-session).
Also fixes the Blend/Single-origin toggle layout, replaces tooltips
with an in-context "why" teaching layer, and stages the planner UI
into pre-roast vs. post-roast phases.
snowspeederandClaude Sonnet 5