One system: post-roast observations (weights, colour, DTR, cup notes,
'one change next batch', disproof) now live on the uploaded roast
(actual_roasts.after, migration 011), edited on the roast detail view
with weights/DTR prefilled from the .alog itself. The planner's screen
section is removed (the print worksheet keeps its hand-fill copy), and
the lot 'last refine' suggestion reads the note from both the new home
and legacy plans, newest wins.
Every roast now downloads two ways: the untouched original .alog, and
an updated supplemental copy with the app's data written back as valid
Artisan fields (weight, beans, roastingnotes incl. the LLM review,
cuppingnotes incl. linked cupping score/flavors) — serialized as a
Python literal so Artisan's ast.literal_eval re-imports it.
Co-Authored-By: Claude Fable 5 <[email protected]>
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]>
