Pour & Palate Ledger
Whisky, wine, and what's in the glass tonight — tasted, scored, remembered.
You're at home
—
Suggested for tonight
Finding a flight…
A curated pour for the evening, matched to your library.
Featured tonight
Loading a featured bottle…
Pick something to read about — the tasting notes, the AI-aggregated critic spread, and the flavor radar are one tap away.
What you can do
The Collection
—A private cellar tracker with AI tasting notes, blind sessions, flight curation, and a unified pour ledger for home and away.
Features at a Glance
- Capture entire liquor-store shelves with a photo for instant analysis and recommendations
- Aggregate external ratings from across the internet into averaged scoring and tasting profiles
- Add new bottles and expressions just by snapping a photo of the label
What this is
A vibe-coding experiment built around a real whisky collection and a growing wine cellar. The goal: build every feature a hardcore enthusiast would actually want — proper tasting notes with radar flavor profiles, blind sessions you can host, AI-assisted flight building, palate quizzes for guests, and a unified ledger of every pour at home, at a bar, or by the glass at dinner.
New features land all the time. Take a look around.
Get in touch
Questions, feedback, or want an account to log your own tastings? Reach out:
📚 Browse by region & category tap to expand
Scotch Whisky
—Islay · Highland · Speyside · Campbeltown · Lowland · Island, single malts and blends, plus dedicated Balvenie bottlings
American Whiskey
—Kentucky & NY bourbon, Maryland rye, Utah craft, Tennessee, and American single malt
Japanese & World
—Japan · India · France · Wales · Taiwan, plus Irish whiskey, Cognac, and liqueur
Collection by Category
| Category / Region / Style | Expr. | Bottles |
|---|---|---|
| Loading… | ||
Scotch — Islay
Scotch — Highland
Scotch — Speyside
The Balvenie
Scotch — Campbeltown
Scotch — Lowland
Scotch — Island
Blended Malt Scotch
Blended Scotch
Irish Whiskey
Japanese Whisky
World Whisky
American — Bourbon
American — Rye & Blended
Liqueur
Geographic Origins
Where the Whiskies Come From
Every distillery in the collection, placed on the map.
World
Dot size scales with bottle count. Numbered dots are clusters — tap to expand.
Tour the Ledger
The Collection
A walk through the bar, top to bottom — no edit chrome, just the pours.
Greatest hits
The whole collection
Sorted by rating. Tap a tile to see its review.
Your Recommended Flights
Based on your answers, these are the flights from Adam's collection most likely to match your palate.
🥃 Flights from the Collection
✨ You Might Also Enjoy
Whiskies outside the collection that match your palate — sourced via Perplexity AI
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| Brand | Expression | Category / Region | Age | ABV | Btls | Release | Stored | Added | $/L | |
|---|---|---|---|---|---|---|---|---|---|---|
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Rating Distribution
Every expression ranked by its combined average score. Click any name to open its online review panel.
📊 Collection Analytics
Your collection at a glance — composition by origin and age, your scoring spread, and tasting cadence over time.
📝 My Notes
Your personal tasting record — totals, the regions and distilleries you reach for most, your top-rated pours, and how often you log a tasting.
Claude analyzes your full collection and builds thematic tasting flights — by region, style, age, or flavour arc. Regenerate anytime your collection changes.
Taste blind. Judge honestly. Then face the truth.
An admin sets up a flight — AI-curated or hand-picked — and invites guests to sign in for their own blinded scoring cards. Everyone's impressions come together live across the event, then the bottles are revealed.
Loading sessions…
Strategic analysis of prospective bottles against your collection — gap-fill vs. vanity, archetype match, irreplaceability score, and a Buy / Wait / Pass verdict per bottle. Photograph a shelf, paste a screenshot, or drop in a URL.
Add up to 5 shelf photos, or paste a screenshot of a website / online listing. Wide shots work well — Claude will extract every identifiable bottle and any visible prices.
Every analysis (shelf scan or URL) is auto-saved here. Filter by verdict to triage what you should still chase.
Wish List
Bottles on your radar — sorted by priority
Tasting
Every note, tag, and score you've logged — from the collection, the bar, and the cellar
Flight Builder
Hand-pick your own tasting sequence from the collection
Say what you're eating and what you're in the mood for. Tap 📷 as many times as you like to add the wine list pages, the menu or a screenshot. Then keep the conversation going in the same box until you've settled.
Snap the label, the wine in the glass, or both. I'll fill in the producer, vintage and grape, and draft the tasting notes for you to edit. No photo handy? Just type which one you chose.
Step 2 opens the log already filled in. Review, rate and save. You can also tap ＋ Log a Glass to add one by hand. Entries feed your Wines Tried history and your palate profile.
Settings
Personalise your collection app
Collection Identity
Labels
🏠 My Home Location
user_geofences; never sent to a third party.
Tasting Flights
Data Export
Restore Data
Cloud Backup (Cloudflare R2)
latest.json plus a timestamped archive copy. Use the button below to trigger a backup immediately.Schema Migrations Run once per new column — safe to re-run (idempotent)
bottles_opened INTEGER DEFAULT 0 to the whiskies table. Required for tracking how many bottles of a given expression are currently open. Run once after deploying the v3.6 worker.Collection Valuation Insurance replacement value estimate
🔍 Inventory Reconciliation Field-by-field AI review — approve before anything is written
📷 Photo Population Find web images for bottles without photos — preview before saving
User Management
Security — Two-Factor Authentication
Security — Trusted Devices
📝 Library Bulk Edit id · brand · expression are locked — use the bottle modal to change those
🧪 Tastings Bulk Edit id · whisky_id · flight_id · date are locked
🧠 Strategic Rules Engine
Editable guiding-principles prompts that drive the Purchase Strategy Agent and the Sommelier. Each card shows the current prompt; placeholders like {{owner_name}} are substituted at request time. Save to override the worker's default; Reset to revert.
📌 Standing Decisions & Context
Free-text notes injected into every Purchase Strategy Agent analysis run, after the Purchase Philosophy block. Use it for current overrides — e.g. "Deprioritising sherried Islay for 6 months" or "Ardbeg Bizarre BQ already inbound — skip dupes." Clear when stale.
🤖 Agent API
Expose the catalog and your strategic priorities to external LLM agents (Perplexity, ChatGPT custom GPTs, n8n, custom workflows). Agents authenticate with an X-Agent-Key header. Strategic priorities schema is still being worked out — set it from this tab once it lands.
📊 Click Analytics
Where visitors are clicking on the new feature deck, lead panels, and CTAs. Tile clicks, CTA clicks, and page views are recorded server-side with role + username; guest clicks are anonymous. Open to debug what's resonating and what's getting ignored.
Changelog
Version history and feature log for Pour & Palate Ledger
🛡 Role Access
What each role can see and do in Pour & Palate Ledger
🤖 Agent Context
A stable public URL that returns your live inventory as Markdown — for Perplexity, ChatGPT, Claude, or any agent.
🔄 Collection Enrichment
Fill missing per-bottle data across the collection — tasting notes, flavor profiles, external reviews, and photos — in resumable batches that run until complete.
🥃 Whisky Palate Profile
What your reviews show you actually reach for — fed into the Sommelier's home-mode recommendations.
💰 Price Watch
Tracks current US retail prices for Wish List bottles that have a target price, plus any ad-hoc watches, and flags ones that drop to or below target. Runs automatically on the schedule below — or hit Run now.
🆕 New-Release Scout
Scouts recently-released US whiskies that match your demonstrated palate (regions, styles, and flavors from your reviews), skipping anything you already own or have on the Wish List. Runs on the schedule below — or hit Scout now.
🗺️ Acquisition Roadmap
A convergent, palate-biased plan for what to buy next. It finds your biggest collection gap, proposes a real US-available bottle to fill it, simulates owning it, then finds the next gap — yielding a ranked roadmap instead of a flat snapshot. On-demand: hit Build roadmap.
🎯 Note Consistency
Bottles you've scored across more than one session, ranked by how far apart the scores landed. Wide gaps are worth a re-taste to reconcile — a cheap signal-quality check given how tight your scoring usually is.
the AI-assigned rating.